← Back to HTM Working Papers

How the System Kills Silently

A Forensic Framework for Perpetrator-Induced and Institutional Moral Injury in Coercive Control

Abstract

This paper introduces a unified nomenclature — Perpetrator-Induced Morally Injurious Events (PᵢMIE) and Institutional Morally Injurious Events (IᵢMIE) — to describe the compounding harm experienced by survivors of coercive control. It argues that current institutional responses function as lethal filters that systematically dismiss survivors regardless of presentation. Competent survivors are dismissed as non-victims; dysregulated survivors are dismissed as unreliable; helpless survivors are dismissed through administrative inertia. This produces a Total Enclosure in which recognition becomes discretionary rather than obligatory — a function of institutional convenience rather than assessment outcome.

Drawing on aggregated testimony from NAARC's global survivor community and cross-jurisdictional institutional analysis, the paper distinguishes three analytically distinct modes of dismissal and demonstrates that institutional betrayal is architectural, not incidental. Empirical research establishes that coercive control is more predictive of both PTSD and moral injury than physical violence (Fogel, 2023), and that institutional betrayal is robustly associated with suicidal thoughts and behaviors (Gallo et al., 2025; Denneson et al., 2024).

The paper further advances the Unified Crime Hypothesis: that trafficking and coercive control are not separate crimes but distinct manifestations of a single underlying crime — coerced extraction under conditions of captivity — and that current siloed institutional response architectures produce filtration at the crime-classification level identical to the survivor-presentation filtration they impose at the individual level. The Humiliation-Threat Model (HTM) is offered as a convergent explanatory framework for perpetrator behavior, but the PᵢMIE/IᵢMIE architecture stands independently on documented institutional performance. The paper proposes survivor-staffed assessment units as structural suicide prevention infrastructure and submits this framework as forensic evidence that systemic failure constitutes a human rights violation requiring international oversight.

I. Introduction: The Illegibility of the Coercively Controlled Survivor

Survivors of prolonged coercive control face a fatal operational paradox documented across jurisdictions and demographics: the dysregulation caused by abuse is used by institutions as evidence of non-credibility, while the regulation required to articulate that abuse is used as evidence of non-victimization.

This is not an isolated phenomenon. Aggregated testimony from NAARC's community reveals a consistent pattern:

• Survivors presenting with trauma-related fragmentation are dismissed as unstable or unreliable.
• Survivors presenting with clarity, documentation, and theoretical precision are dismissed as "too competent," "too articulate," or lacking visible distress.
• Survivors who lack resources or regulatory capacity fall through cracks of administrative inertia, categorized as "non-compliant" or "low priority."

Institutions define victimhood as a performance of helplessness. Those who fail to perform it — whether through excess competence or excess vulnerability — are deemed ineligible for protection. The consequence is not that recognition is impossible, but that recognition becomes discretionary rather than obligatory: available in principle to those whose presentation flatters institutional identity, withheld from those whose presentation does not.

This paper emerges from collective pattern recognition across thousands of survivor accounts spanning multiple countries, legal systems, and demographic categories. It documents not individual grievances but systemic design flaws that render coercive control survivors institutionally illegible. The framework presented herein is offered as a diagnostic tool for identifying these flaws and as a blueprint for infrastructure that stops forcing survivors to bleed for proof.

II. Theoretical Framework: Two Convergent Models

This paper advances two analytically independent but mutually reinforcing frameworks:

1. The PᵢMIE/IᵢMIE architecture describes what perpetrators and institutions do to survivors of coercive control, and the compounding moral injury produced by that interaction. It stands on documented institutional behavior and does not depend on any particular etiological theory of perpetrator pathology.
2. The Humiliation-Threat Model (HTM) (Crombie, 2025) offers an evolving explanatory framework for why perpetrators generate the input the PᵢMIE architecture describes. It is presented as a companion hypothesis, not as the foundation of the institutional critique.

The two models converge: the HTM predicts that perpetrators will deploy audience-specific designed realities, exploit institutional incentives, and defensively replicate abuse dynamics when their competence is threatened. The PᵢMIE/IᵢMIE architecture documents that institutions, when placed under the same humiliation-threat conditions, replicate the same defensive patterns. Neither model requires the other to hold, but each strengthens the other where they meet.

The Humiliation-Threat Model as Companion Framework

Current models of narcissistic pathology fail to account for key clinical observations: treatment resistance, absence of consistent genetic markers, increasing prevalence, and the strategic deployment of audience-specific designed realities. The HTM addresses these deficiencies through two core innovations:

• Behavioral Mechanism: NPD behavior is driven by threat of humiliation (ego-based), not shame (morality-based). This distinction eliminates contradictions in existing models by recognizing that humiliation requires no moral framework, remorse, or capacity for repair — all of which are structurally absent due to selective affective empathy deficits.
• Etiological Hypothesis: NPD results from developmental disruption during critical neurodevelopmental windows (prenatal through age 3), causing selective deficits in affective empathy-processing brain regions while preserving or enhancing cognitive empathy and executive function. Environmental endocrine disruption is identified as a plausible and testable primary pathway.

Independence of the Institutional Critique: The PᵢMIE/IᵢMIE architecture stands on documented institutional performance regardless of whether the HTM is ultimately validated. Even if perpetrator behavior is eventually explained by a different etiological framework, the institutional filtration described in Sections IV–V remains empirically observable and forensically actionable.

The Exposure-Avoidance Bridge

The HTM predicts that perpetrators deploy exposure-avoidance as a core behavioral output: being named as the source of harm triggers the humiliation-threat the entire behavioral architecture exists to manage, and the perpetrator responds with denial, delay, deflection, discrediting of the accuser, and defensive re-framing that repositions the perpetrator as the aggrieved party. The PᵢMIE/IᵢMIE architecture predicts that institutions, when facing the humiliation-threat of being named as complicit in harm, replicate perpetrator defensive patterns. The connecting mechanism between the two predictions is exposure-avoidance itself: institutions do not replicate perpetrator behavior in the abstract; they replicate the specific behavior of avoiding exposure, because that is the behavior humiliation-threat management selects for in both perpetrators and institutional actors facing the same threat structure.

This bridge closes the framework's predictive loop. A named institution will predictably display procedural obstruction, redaction, delay, discrediting of the complainant through competence-trap or dysregulation-trap, and boilerplate reassurance framed to defuse rather than engage. These are not incidental defensive reactions; they are exposure-avoidance signatures the framework predicts in advance of any specific case.

Ego-Threat and Liability-Threat as Functionally Interchangeable Drivers. For institutions, the threat that drives exposure-avoidance behavior is not purely psychological but is functionally interchangeable with liability threat: reputational, legal, financial, political, and budgetary exposure. Institutions do not require narcissistic pathology at the individual-executive level to display exposure-avoidance signatures; they require only liability exposure. The framework's prediction of institutional defensive behavior does not depend on the HTM's psychiatric claims being true of institutions themselves. It depends on the functional equivalence of ego-threat and liability-threat as drivers of the same behavioral repertoire — denial, delay, deflection, DARVO, procedural obstruction, and discrediting of the accuser.

Falsifiability Note: The exposure-avoidance prediction is testable in any given complaint proceeding. If a named institution responds to allegations with document production, substantive engagement, acknowledgment of specific failures, and cooperation with investigation, the framework's prediction is disconfirmed for that instance. If the institution responds with the signatures listed above, the prediction is confirmed and the response itself becomes additional evidence for the underlying complaint. The framework thus stakes itself on the observable behavior of the entity being named — a design property that distinguishes it from unfalsifiable structural critiques.

The Unified Crime Hypothesis

Trafficking and coercive control are not separate crimes. They are distinct manifestations of a single underlying crime: coerced extraction under conditions of captivity. What varies across manifestations is the extraction target — compliance, labor, sex, financial value, custodial leverage, reproductive capacity, or immigration status. The mechanism does not vary. Isolation, financial entrapment, identity erosion, narrative contamination, and PᵢMIE delivery are common to all forms. Survivor outcomes — moral injury, trauma-response repertoires, institutional illegibility — are common to all forms.

The theoretical convergence is not new. Stark's foundational coercive-control work explicitly framed the phenomenon as "domestic captivity." Bales's modern-slavery scholarship treats the field as a spectrum of extractive relationships rather than a set of discrete crimes. The UN Palermo Protocol's definition of trafficking includes "abuse of a position of vulnerability" and psychological coercion — the operational definition of coercive control. UK statutory law now covers coercive control (Serious Crime Act 2015, §76) alongside modern slavery (Modern Slavery Act 2015), and the definitional boundary between them is already blurred in practice.

What has not converged is resource architecture. Trafficking response, coercive-control response, and modern-slavery response remain separately funded, separately staffed, separately trained, and separately measured. This siloing produces filtration at the crime-classification level that is architecturally identical to the survivor-presentation filtration documented in Section V:

• Survivors whose extraction pattern crosses silos — the majority of cases — become illegible to all silos.
• Perpetrators who escalate along the extraction dimension (from compliance extraction to labor extraction to sexual extraction to financial extraction) are treated as committing sequential unrelated offenses rather than one escalating crime with a single mechanism.
• Data collection fragments across categories that do not reflect the underlying phenomenon, producing the "absence of data as structural C-IᵢMIE" pattern (Section V) at the crime-classification level.
• Infrastructure is duplicated across silos while coverage gaps persist between them.

Resource Allocation Implication: Response infrastructure must be organized around the mechanism of coerced extraction, not around the specific manifestation. This is not a call for consolidation of existing funding — which would reduce total capacity — but for pooling at the mechanism level: every trafficking dollar becomes a coercive-control dollar and vice versa, without reducing either. This is developed operationally in Section VI, Principle 5.

III. Nomenclature: Naming the Mechanism

To document systemic failure, we must distinguish between potential events and intentional, patterned injuries. Standard terminology ("Potentially Morally Injurious Event") obscures agency. We propose:

Notation: The subscript ᵢ distinguishes these constructs from the standard "Potentially Morally Injurious Event" (PMIE) framework in moral injury literature. Where Unicode subscripts cannot be rendered, the notation P_iMIE and I_iMIE is used as an equivalent fallback. The subscript is intentional: perpetrator-induced and institution-induced events are confirmed and designed, not potential and circumstantial. This distinction is load-bearing and must be preserved across all formats.

IV. Mechanisms of Perpetrator-Induced Moral Injury (PᵢMIE)

Coercive control operates through a vast architecture of over 100 documented tactics. Empirical research establishes that coercive control is more common than physical violence in domestic abuse cases and is more predictive of both PTSD and moral injury than physical violence (Fogel, 2023). The tactics described below are therefore not descriptively equivalent to physical harm but functionally more damaging in specific outcome categories — a finding that overturns the operational assumption underlying most institutional risk-assessment frameworks, which prioritize physical violence as the primary indicator of severity.

Audience-Specific Designed Realities as Meta-Mechanism

Narrative contamination is not delusion or shared fantasy. It is the deliberate deployment of multiple, audience-specific designed realities by the perpetrator. Each reality is engineered for the utility it provides: one for the victim (to enforce compliance), one for institutions (to secure credibility), one for social networks (to maintain cover). This is not pathology; it is strategic information management.

Community testimony consistently documents this pattern: perpetrators present as reasonable, concerned, or victimized to institutional actors while maintaining entirely different narratives toward victims. When institutions accept the version designed for them, they are not being deceived by a madman; they are being successfully targeted by a strategist who understands institutional incentives better than the institutions understand themselves.

Exemplar: Unresolved Conflict as PᵢMIE Delivery System

To illustrate how PᵢMIE mechanisms operate within this architecture, consider unresolved conflict as a means of control. Perpetrators maintain open wounds not to resolve them but to keep victims in perpetual defensive exhaustion. This tactic generates C-PᵢMIE by forcing victims into states of moral tension where their values are violated and they are blamed for the violation. Crucially, the unresolved conflict itself becomes raw material for narrative contamination: the perpetrator later cites the victim's exhaustion or withdrawal as evidence of instability — further inverting the causal chain.

Unresolved conflict is illustrative, not exhaustive. Financial entrapment, isolation, identity erosion, gaslighting, boundary reframing, and fabricated grievances each function as distinct PᵢMIE mechanisms. The critical insight is not any single tactic but the pattern: coercive control is a moral injury delivery system designed to be unresolvable from within.

Temporal Asymmetry: Preemptive Narrative Construction and Compelled Concealment

Every PᵢMIE mechanism above operates within a temporal asymmetry that determines whether it becomes institutionally actionable. This asymmetry is the framework's most consequential unstated variable and is named here explicitly.

Preemptive Narrative Construction (Perpetrator Side). Perpetrators begin constructing the institutional framing of the abuse years or decades before the survivor becomes aware they will need to defend themselves. During this period, the perpetrator cultivates public reputation calibrated to future credibility contests, grooms mutual contacts who will later serve as reputation witnesses, produces selectively curated documentary records (financial, legal, medical, communicative), establishes themselves as "the reasonable one" in every social context the relationship touches, and stages interactions specifically to generate evidence favorable to their eventual defense. This is not paranoid planning; it is the natural output of a strategic information manager (per HTM) operating over an extended timeframe. By the time any institution first encounters the case, the perpetrator has typically spent years constructing the exact framing the institution will meet first.

Compelled Concealment (Survivor Side). During the same period, the survivor actively conceals the abuse. Concealment is not a passive failure to disclose; it is behaviorally driven by confusion (not yet recognizing what is happening as abuse), shame (feeling implicated in one's own subjugation), fear (of escalation, retaliation, or disbelief), trauma bonding (protective loyalty toward the perpetrator's public image), cognitive dissonance (needing the relationship to be salvageable to make the ongoing captivity bearable), manufactured hope (see below), and — critically — perpetrator instruction and threat calibrated to enforce silence. Concealment is behaviorally rational and neurobiologically adaptive under captivity. It is also documentarily catastrophic: the survivor's own extended silence becomes the institutional record of their captivity, and that record shows nothing.

Manufactured Hope and the Weaponization of Prosocial Orientation. Compelled Concealment explains the survivor's silence but not the survivor's investment. Survivors of coercive control frequently do far more than fail to disclose. They actively seek couples counseling, defend the perpetrator to friends and family, take on disproportionate emotional labor within the relationship, and internalize responsibility for the perpetrator's behavior. This investment is not naive. It is engineered. Perpetrators select targets with prosocial orientations — empathic, relationship-committed, forgiving, hopeful about human capacity for change — precisely because those traits can be weaponized. Coercive-control tactics including future faking, breadcrumbing, intermittent reinforcement, love bombing cycles, apologies without change, and manufactured moments of connection are specifically designed to sustain the survivor's hope that the relationship can be repaired. Under sustained deployment, that hope is a fabricated reality into which the survivor rationally invests. Institutionally, this investment reads as voluntary commitment, mutual dysfunction, or "she stayed because she wanted to." Under the framework, it is Manufactured Hope operating as a captivity-maintenance mechanism, and the survivor's prosocial traits — the very qualities that would make them a good partner, colleague, or friend in a non-manipulated relationship — are the exact traits the perpetrator selected for and hijacked.

Active Perpetrator Defense. Manufactured Hope produces a further behavioral output with severe institutional consequences: survivors actively defend the perpetrator to third parties. They minimize concerns raised by friends and family, dismiss outside accusations, publicly advocate for the perpetrator's character, and produce — often across years — a documented record of that defense. When the survivor eventually discloses, institutions encounter that documented record and treat it as evidence against the later claim. The survivor's own historical defense of the perpetrator is thus weaponized alongside their compelled silence: both become institutional evidence that no abuse occurred, when both are in fact predicted outputs of coercive control operating under Manufactured Hope.

The Diagnostic Inversion. Active Perpetrator Defense contains within it a self-generating evidentiary structure that mechanism-focused assessment must recognize. Every act of defense implies a prior observation being defended against: the survivor did not defend the perpetrator against nothing. The correct forensic question is not "why were you defending them?" — which presupposes the defense as the object of scrutiny — but "why did you need to defend them?" — which puts the perpetrator's contemporaneous conduct as the object of scrutiny. Every documented defense is therefore evidence of contemporaneous third-party observation of the pattern being defended against, whether those observations were ever documented independently or not.

The Exploitation of Healthy Behavior. The framework must be explicit on a point that is easily lost: the behaviors coercive control exploits are not deficits. Trusting one's partner, wanting to help them, defending them against third-party accusations, working through misunderstandings, extending forgiveness, believing in capacity for change — these are healthy relationship behaviors. In a non-manipulated relationship, they are the traits of a good partner. Perpetrators do not distort or corrupt anything in the survivor. They select targets whose prosocial traits are exploitable, and they weaponize behaviors that would be entirely appropriate under different conditions. This framing forecloses the institutional dismissal script "you should have seen the signs" and removes the implicit victim-blame that accompanies most narratives of compelled concealment and manufactured investment. All pathology is on the perpetrator side. The survivor's contribution to the captivity dynamic is a set of traits that would be virtues anywhere else.

Cultural Amplifiers. Cross-cultural relationships, expat and immigrant contexts, cultural expectations of relationship perseverance, gendered cultural scripts around forgiveness and family preservation, and community or language isolation all amplify Manufactured Hope and Active Defense. These are not separate mechanisms; they are context modifiers that intensify the underlying ones.

Legal Convergence with the Palermo Protocol. International trafficking law already recognizes the principle that consent obtained through fraud, coercion, or abuse of a position of vulnerability is not consent (UN Palermo Protocol, Art. 3(b)). Under the Unified Crime Hypothesis, this standard applies equivalently to coercive control. Manufactured Hope constitutes fraud in the Palermo-Protocol sense: the perpetrator induces the survivor's continued participation through calibrated false representations of future behavior, capacity for change, and relational safety. The institutional dismissal script "you stayed voluntarily" is therefore not merely factually wrong under the framework; it is legally wrong under the standard the Palermo Protocol already establishes for trafficking cases.

Institutional Weaponization of the Asymmetry. Two of the most effective dismissal scripts in existence — "why didn't you report earlier" and "you stayed voluntarily" — are direct weaponizations of compelled concealment and manufactured hope. They convert the survivor's captivity-adaptive behavior into evidence of non-victimization, and the survivor's engineered investment into evidence of consent. Under the framework, both scripts constitute Mode 2 patterned filtration operating on temporal-asymmetry and manufactured-hope evidence — and, per the Palermo Protocol convergence above, both apply a lower consent standard than international trafficking law requires. Any assessment methodology that treats late disclosure, evidentiary gaps, or relational investment as disconfirming rather than confirming is systematically miscalibrated.

V. Institutional Betrayal as Lethal Filter

The Axiom of Survival Presentation

There is no such thing as a "victim presentation." There are only survival presentations.

Institutions operate on an implicit diagnostic criterion that requires survivors to perform a specific, passive archetype of victimhood to be deemed credible. This criterion is biologically incompatible with the reality of coercive control.² Survivors do not present as "victims"; they present as organisms adapting to prolonged threat. Their behaviors — fight, flight, freeze, fawn, flop, fragment — are not deviations from a normative victim script; they are evidence of successful adaptation to C-PᵢMIE.

When institutions treat these survival presentations as credibility deficits, they are not assessing truthfulness. They are pathologizing neurobiological adaptation. The system does not merely fail to recognize abuse; it treats the biological evidence of abuse as evidence against the survivor.

Adaptive Institutional Curation as Structural Entrapment

Survivors seeking institutional recognition face a mandatory operational requirement: Adaptive Institutional Curation. To avoid categorical dismissal, survivors must strategically modulate their language, affect, narrative structure, and evidentiary presentation to align with each specific institution's implicit credibility criteria. This curation is not optional; it is the price of entry.

Adaptive Institutional Curation is not deception. It is adaptive translation performed under asymmetric power to satisfy institution-specific credibility heuristics.

This creates an inescapable paradox:

AI and Professional Advice as Complicit Infrastructure: This curation is now structurally reinforced by professional and technological guidance. Legal advisors, victim services, and AI systems routinely instruct survivors to "tone down emotion," "use neutral language," and "present facts chronologically" to reduce rejection likelihood. This advice, while pragmatically intended to navigate broken systems, inadvertently codifies Adaptive Institutional Curation as best practice — normalizing the requirement that survivors must erase their survival presentation to be legible.

Three Modes of Dismissal

Institutional rejection is not a single phenomenon. It operates through three analytically distinct mechanisms that must be separated before the pattern of institutional betrayal can be accurately characterized:

1. Case-Specific Accurate Rejection. A claim is assessed on its own facts and found unsubstantiated. This constitutes legitimate adjudication. The PᵢMIE/IᵢMIE framework does not dispute that this category exists, nor does it claim that every institutional "no" is betrayal. Accurate rejection, arrived at through genuine assessment, is the baseline against which the other two modes must be measured.

2. Patterned Filtration. Dismissal is driven not by the merits of the claim but by the survivor's presentation against implicit credibility criteria. The competent survivor is filtered out for insufficient distress; the dysregulated survivor is filtered out for insufficient coherence; the curated survivor is filtered out for insufficient authenticity. The outcome is determined by the presentation, not the evidence.

3. Friction and Inertia Dismissal. Rejection is generated not by assessment at all, but by procedural attrition. The survivor is worn down by bandwidth rationing, dead-end referral pathways, documentation demands calibrated to exhaust rather than clarify, and administrative exhaustion until the file closes itself. No adjudication has occurred. The institution records a "no" that was never a decision. This mode is particularly injurious because it is invisible in outcome data: the file is coded as reviewed and closed, indistinguishable from Mode 1, when in fact no review took place.

Injury Attaches to Process, Not Verdict. Only Mode 1 constitutes legitimate institutional function. Modes 2 and 3 generate C-IᵢMIE regardless of ultimate case outcome, because the injury lies in the process, not the verdict. A survivor eventually recognized after two years of procedural attrition has still sustained institutional moral injury during those two years. Recognition, when it finally arrives, does not retroactively undo the harm of the filter they were forced to survive to reach it — nor does it undo the harm to the survivors who did not survive the filter: those who withdrew, disengaged, decompensated, or died before their file could produce a verdict of any kind.

Weaponized Ambiguity. The three modes are functionally indistinguishable in institutional records. A closed file does not disclose whether it was closed because the claim was assessed and rejected on merit, because the survivor's presentation triggered categorical dismissal, or because the process itself attrited the survivor out of engagement. This indistinguishability is itself structural: it permits institutions to claim the legitimacy of Mode 1 for outcomes actually produced by Modes 2 and 3.

Compression Within Single Interactions. The three modes are not mutually exclusive across cases; they frequently compress within single institutional interactions. A first-contact officer, intake worker, or triage clinician may deploy patterned filtration, friction dismissal, and — when the survivor attempts to name either behavior — a defensive inversion in which the institutional actor is repositioned as the aggrieved party. This inversion is not incidental. It is exposure-avoidance behavior — the same humiliation-threat management output the HTM predicts in perpetrators, deployed by institutional actors facing the same threat structure. The survivor who names the pattern is treated as the aggressor for having named it.

The Total Enclosure: Universal Illegibility

Current discourse often posits that institutions fail specific demographics due to bias. This analysis is incomplete. Institutional inertia dismisses the passive/helpless survivor with equal efficiency as it dismisses the competent/articulate survivor. Survivors who lack regulatory capacity to advocate fall through cracks of administrative triage, categorized as "non-compliant" or "unsubstantiated" precisely because their helplessness generates no institutional friction.

This reveals that the system's filter is not gendered or competence-based in isolation. It is outcome-averse:

• The Competent Survivor is dismissed because accuracy threatens institutional identity (Humiliation-Threat Response / IᵢMIE).
• The Helpless Survivor is dismissed because needs exceed institutional bandwidth and lack procedural clarity (Administrative Inertia / Structural Negligence).

The Consequence: Recognition, where it occurs, functions as institutional discretion rather than mandated assessment outcome. The "Ideal Victim" exists only in policy documents; in operational reality, every survivor presentation triggers a distinct dismissal mechanism unless the survivor's case flatters institutional identity or the survivor's resources force the system to engage. This is the Total Enclosure: not that recognition is impossible, but that its distribution is governed by institutional convenience rather than by the merits or urgency of the claim.

Systemic Re-Victimization: Institutions as Replicators of Abuse Mechanics

Institutional invalidation does not merely dismiss survivors; it forces them into coerced compliance, requiring abandonment of their lived reality to function within the system. This is not incidental negligence — it is a structural reenactment of the original abuse mechanics.

"Clean Up the Blood and Apologize": Coerced Institutional Comfort Management

Survivors report being implicitly or explicitly required to "clean up the blood and apologize" — to sanitize their testimony, modulate their affect, and reassure institutional actors that they are not threatening. This constitutes epistemic violence: survivors are exiled from their own truth and coerced into adopting institutional narratives that preserve systemic legitimacy. The demand for compliance ensures erasure of lived experience. The system does not merely fail to protect; it actively replicates the abuse architecture under the guise of procedure.

Secondary Victimization as Regulatory Erosion

Secondary victimization and re-traumatization by institutional actors can convert a regulated survivor into a dysregulated one within the assessment process itself. A survivor who arrives at first institutional contact in a stable, coherent, well-prepared state — having done trauma work, achieved regulatory capacity, and constructed a documented narrative — can be dysregulated by the institutional response: by repeated demands to re-tell the trauma across multiple actors, by disbelieving questioning, by procedural delay calibrated to exhaust rather than resolve, by the compression of the Three Modes within single interactions.

This dynamic has empirical support in the well-established secondary-victimization and institutional-betrayal-trauma literatures (Campbell & Raja; Herman; Freyd), which document that institutional response to disclosure can produce trauma symptoms exceeding those from the original victimization. Naming it matters because it identifies a specific and preventable injury pathway: the injury is not delivered by the initial abuse or by the fact of institutional contact — it is delivered by how institutional contact is structured, and can therefore be prevented by structural redesign.

The Recursive Filtration Problem

Mode 2 patterned filtration dismisses survivors on the basis of their presentation, but the presentation may be the output of prior Mode 2 or Mode 3 processing. An institution that dysregulates a survivor through its assessment process, and then dismisses that survivor on the basis of the dysregulated presentation the process produced, is filtering on a signal it generated itself. This is not incidental. It is a recursive form of institutional case management: the process manufactures the presentation the process then uses to close the file.

A survivor whose first-contact presentation is regulated and whose fifth-contact presentation is fragmented has not become less credible — they have been processed.

Fragmentation as Weapon

When advocacy is siloed by gender, urgency collapses. As long as the conversation is fragmented into "female victims" and "male victims," the system avoids addressing the architecture of coercive control that traps everyone. Male victims become invisible; female survivors receive inadequate support because the system fights symptoms, not mechanisms. Fragmentation is the weapon. Only by focusing on mechanism — isolation, financial entrapment, PᵢMIE, IᵢMIE — can urgency be unified and the structure addressed.

Definitional Filtration: The Cultural Template Problem

A parallel filtration operates at the level of crime definition itself: institutions and the public recognize harm only when it matches an implicit cultural template, and dismiss harm that meets the legal definition but not the template.

The trafficking template is instructive. The Palermo Protocol defines trafficking broadly — force, fraud, or coercion for the purpose of exploitation, with no requirement of border-crossing, physical movement, or sexual exploitation. Yet public and first-responder recognition is calibrated to a narrower cultural script: female victim, sexual exploitation, stranger perpetrator, physical abduction, cross-border movement. Labor trafficking, domestic servitude, debt bondage, familial trafficking, trafficking through intimate relationships, and trafficking of adult male victims all meet the legal definition but fail the template — and are therefore functionally unrecognized regardless of legal qualification.

The cross-jurisdictional data makes template filtration empirically visible. In Canada, 93% of identified victims of police-reported human trafficking between 2014 and 2024 were women and girls (Statistics Canada, 2025). In the European Union, the equivalent figure for 2023 was 63.4%, with a documented downward trend from 77.8% since 2015 (Eurostat, 2025). A thirty-point spread between comparable Western jurisdictions on the same crime cannot be explained by underlying victimization patterns. It is explained by identification architecture.

Perpetrator Template Arbitrage. Perpetrators exploit the template deliberately. A trafficker who operates through an intimate relationship rather than abduction, who extracts labor or compliance rather than sex, or who targets male victims has selected a mode that renders their conduct legally trafficking but institutionally invisible. This is not accidental. It is the perpetrator equivalent of Adaptive Institutional Curation, operating on the offense side: template arbitrage as a strategic tactic.

Adaptive Institutional Curation as a General Theory

Adaptive Institutional Curation is not a coercive-control-specific phenomenon. It is the observable mechanism wherever an institution controls access to recognition, benefit, protection, or remedy under conditions of asymmetric power between institution and claimant. Documented instances of the same mechanism include:

• Refugee and asylum determinations, where claimants must translate persecution narratives into legally recognized credibility grammar and are then challenged on the polish of the resulting account.
• Disability determinations, where the "not disabled enough" filter meets the "too articulate to be disabled" filter and produces the same illegibility paradox.
• Veterans' benefits claims, where service-connected injury must be translated into administrative language calibrated to deny rather than recognize.
• Insurance claims, where claimants who present with clinical precision are treated as coached and those who present with distress are treated as unreliable.
• Police-complaint and professional-conduct-complaint processes, where complainants must translate their experience into the receiving institution's disciplinary grammar.
• Whistleblower disclosures, where successful translation is treated as evidence of ulterior motive.

The mechanism is the same across all of these: asymmetric power between institution and claimant, credibility gatekeeping calibrated to institutional convenience, translation labor demanded of the claimant, and paradoxical interpretation of successful translation as evidence of fabrication. Only the extraction target varies. The PᵢMIE/IᵢMIE architecture and the Three Modes of Dismissal are candidate general theories of institutional gatekeeping under asymmetric power, not sector-specific critiques.

The Absence of Data as Structural C-IᵢMIE

National data architectures systematically exclude variables that would reveal male victimization, DV-linked suicide among men, and systems-abuse metrics. This absence is not a gap; it is an institutional choice encoded in methodology. A system that does not count a class of victims will inevitably find "little evidence" for harm suffered by that class. This epistemic erasure is itself a form of C-IᵢMIE.

VI. Operational Solution: Non-Negotiable Design Principles

The following are non-negotiable design principles for any institutional response to coercive control. They are not implementation specifications; operational specification is the work of implementing institutions, oversight bodies, and legislative drafters. These principles establish the minimum floor below which any institutional response constitutes continued C-IᵢMIE regardless of stated intent.

Principle 1 — Survivor-Staffed Assessment Units

Assessment must be conducted by professionals with lived expertise capable of recognizing PᵢMIE and C-IᵢMIE patterns on first contact. Lived expertise removes credibility gatekeeping and neutralizes the competence trap. Any assessment architecture that does not embed lived expertise at the point of first contact will reproduce the filtration modes documented in Section V.

Principle 2 — Direct Referral Pathways

Survivors must be routed directly to trained specialists and embedded legal support without passing through general patrol, intake triage, or other first-line institutional actors whose training and incentives are structurally incompatible with coercive control assessment. Every additional gatekeeping layer between survivor and specialist multiplies the probability of Mode 2 or Mode 3 dismissal.

Principle 3 — Mechanism-Focused Assessment

Evaluation must be based on the architecture of control — isolation, financial entrapment, narrative contamination, unresolved conflict, PᵢMIE delivery — rather than on stereotypical victim profiles, gendered expectations, or performance of helplessness. Presentation is not evidence; mechanism is evidence. This principle is empirically anchored: coercive control is more predictive of PTSD and moral injury than physical violence (Fogel, 2023), meaning any assessment framework that centers physical violence as the primary severity indicator is systematically miscalibrated.

Mechanism-focused assessment must additionally treat the outputs of temporal asymmetry — late disclosure, evidentiary gaps, extended documented silence, absence of contemporaneous complaint, and the survivor's own compelled concealment — as predicted consequences of coercive control, not as evidence against victimization. An assessment methodology that reads these signatures as disconfirming has inverted the diagnostic relationship: the signatures are precisely what a captivity-adaptive presentation looks like at the point of institutional contact.

Principle 4 — Suicide Prevention Integration

Proper assessment is acute suicide prevention. Institutional betrayal is robustly associated with suicidal thoughts and behaviors (Gallo et al., 2025; Denneson et al., 2024), and institutional dismissal following disclosure is a documented risk factor for suicide. The period following escalation or trigger events (including institutional contact and rejection) is understood in domestic-homicide-timeline research as a time of significantly increased risk of both homicide and suicide (Monckton-Smith, 2021).³ The Assessment Unit is not a program; it is a structural suicide prevention intervention. Any institutional response that does not treat first-contact assessment as suicide prevention is, by measurable outcome, a suicide risk factor.

Principle 5 — Silo Dissolution

Institutional response infrastructure must be organized around the mechanism of coerced extraction, not around the specific manifestation. Trafficking response, coercive-control response, modern-slavery response, and domestic-violence response currently operate as separately funded, separately staffed, separately measured silos despite addressing manifestations of a single underlying crime. Funding, training, assessment protocols, and legal frameworks must be pooled at the mechanism level. This is not a call for consolidation of existing budgets, which would reduce total capacity; it is a call for mutual convertibility — every trafficking dollar counts as a coercive-control dollar and vice versa, with no reduction to either.

Principle 6 — Methodological Opacity as Anti-Arbitrage Measure

Any assessment protocol that becomes known becomes exploitable by the population it is designed to detect. Sophisticated perpetrators are, per the framework's own account, strategic information managers with years or decades of preparation time and cognitive empathy intact. Publication of specific screening instruments, question sets, observation points, or weighting criteria creates an arbitrage vector: perpetrators pre-adapt their audience-specific designed realities to pass the published screen. This is already documented in family-court reunification evaluations, batterer intervention programs, and psychological assessments where perpetrator coaching networks disseminate the passing performance.

Assessment infrastructure must therefore be designed with methodological opacity as a first-order requirement. Concretely, this points to:

• Multi-observer assessment where individual assessors do not know what specific indicators their observations contribute toward, and no single assessor's data is dispositive.
• Rotating, unpublished assessment protocols where the current operational instrument is known to trained assessors but not to the public, to litigation discovery, or to perpetrator communities.
• Collateral observation over declarative interview — assessment based on how the person behaves in unstructured contact and treats non-assessing staff, not only on what they say in the formal interview.
• Behavioral consistency testing across contexts where perpetrators cannot know all observation points and cannot maintain the curated performance across all of them.
• Extended-timeframe observation rather than single-encounter assessment, exploiting the asymmetry that sustained performance is more costly than sustained authenticity.
• Explicit protocol renewal cycles on the assumption that any protocol will eventually leak and must be refreshed.

The Honest Trade-off. Full transparency of assessment protocols serves accountability, appeal rights, due process, and public trust. Full opacity serves detection efficacy against sophisticated perpetrators. Neither extreme is defensible. The workable position is transparency about what is being assessed, opacity about how. Claimants and the public know that mechanism-focused assessment is being conducted and what dimensions are evaluated. They do not know the specific instruments, question sets, observation points, weightings, or rotation cycles. This is analogous to well-designed security screening: everyone knows there is screening; nobody publishes the detection algorithms.

These six principles are load-bearing. Removing any one collapses the others. An assessment unit staffed by survivors but routed through general triage will fail. A direct pathway to non-lived-expertise specialists will fail. Mechanism-focused assessment without suicide-prevention framing will produce accurate diagnoses of survivors who do not live long enough to benefit from them. Mechanism-focused assessment maintained within rigid crime-classification silos will systematically misfile cases into the wrong response stream. And any of the above, conducted through published instruments that sophisticated perpetrators have had years to pre-adapt against, will produce a detection system that catches the unpracticed while releasing the practiced — which is worse than the current system, not better, because it will carry the institutional legitimacy of a framework that appears rigorous.

VII. Conclusion: From Betrayal to Constitutional and Diplomatic Accountability

This paper is submitted as evidence that the current institutional architecture violates fundamental rights. The system's reliance on survivor dysregulation to justify dismissal, its punishment of survivor competence, its administrative abandonment of the helpless, and its attritional exhaustion of those who persist are not negligence — they are design features. Every institution that participates in this pattern generates C-IᵢMIE through documented, patterned failure.

To International Oversight Bodies (FCDO, IACHR, UN Special Rapporteurs): This document serves as evidence that domestic remedies across multiple jurisdictions are exhausted or futile precisely because the system is designed to filter out survivors who cannot perform helplessness — and to attrit those who can. Custody, family law, immigration, and criminal proceedings are merely the current battlefields where C-IᵢMIE is being enacted.

To Domestic Courts and Tribunals: The question before judicial bodies is not whether individual actors failed. The question is whether a system that requires survivors to bleed for proof — and then punishes them for surviving the bleeding — can ever be considered constitutional or compliant with human rights obligations.

To NAARC and the Field: We propose this framework not as criticism, but as the blueprint for transformation. Institutional courage requires us to build infrastructure that recognizes coercive control as captivity, moral injury as measurable harm, and survivor expertise as operational necessity.

On Future Empirical Work

The framework generates a research agenda. Several empirical questions are raised by the architecture but not yet answered by existing literature:

1. The temporal profile of post-institutional-contact lethality. Longitudinal studies tracking survivors from disclosure through subsequent lethality outcomes across defined windows would fill this gap.
2. Cross-jurisdictional variation in template-driven identification filtration. The Canada 93% / EU 63% divergence in trafficking-victim gender identification is a testable hypothesis; comparative studies across five or more jurisdictions would validate or falsify it.
3. Empirical measurement of Adaptive Institutional Curation across domains. Cross-domain measurement using consistent instruments would test whether the mechanism operates identically across refugee, asylum, disability, veterans, insurance, police-complaint, and whistleblower contexts.
4. The exposure-avoidance falsifiability test in named-institution proceedings. Systematic documentation of institutional response behavior across multiple proceedings would validate or disconfirm the framework's prediction.
5. The temporal-asymmetry evidentiary reversal. The Diagnostic Inversion predicts that documented Active Perpetrator Defense contains within it evidence of contemporaneous third-party observation; testable retrospectively.
6. Comparative moral injury outcomes: PᵢMIE populations vs. vocational MIE populations. The framework predicts that PᵢMIE populations will show worse outcomes — higher rates of PTSD, complex trauma, suicidality, completed suicide, and premature mortality — than comparable vocational MIE populations at equivalent MIE exposure levels. If the prediction holds, it establishes that PᵢMIE populations warrant institutional infrastructure at least equivalent to what vocational MIE populations currently receive, and reveals a resource-allocation disparity that is itself a form of structural C-IᵢMIE.

Summary

• PᵢMIE and IᵢMIE name the compounding harm of perpetrator-induced and institution-induced moral injury as confirmed, designed events — not potential or circumstantial ones
• Institutional dismissal operates in three analytically distinct modes: accurate rejection, patterned filtration, and friction-and-inertia attrition — functionally indistinguishable in institutional records
• Adaptive Institutional Curation is the mandatory labor survivors must perform to be heard; the Paradox of Curated Credibility punishes them for performing it successfully
• The Total Enclosure: competent survivors, dysregulated survivors, and helpless survivors are all filtered out through distinct mechanisms — recognition is institutional discretion, not assessment outcome
• Trafficking and coercive control are manifestations of a single underlying crime — coerced extraction under captivity — and the silo architecture separating them is itself C-IᵢMIE at the crime-classification level
• The Exposure-Avoidance Bridge predicts institutional defensive behavior in proportion to liability exposure — a falsifiable test in any active complaint proceeding
• The Diagnostic Inversion: survivor defense of the perpetrator is evidence of contemporaneous third-party observation, not evidence against disclosure — the correct forensic question is "why did you need to defend them?"
• Six non-negotiable design principles establish the minimum floor for institutional reform: survivor-staffed assessment, direct referral pathways, mechanism-focused evaluation, suicide-prevention integration, silo dissolution, methodological opacity

Footnotes

References

• Bailey, R., Dugard, J., Smith, S. F., & Porges, S. W. (2023). Appeasement: Replacing Stockholm syndrome as a definition of a survival strategy. European Journal of Psychotraumatology, 14(1), 2161038.
• Bales, K. (2012). Disposable People: New Slavery in the Global Economy (rev. ed.). University of California Press.
• Blewitt, K., & Canning Pask, E. (2025). Police gaslighting and institutional complicity in UK domestic abuse cases.
• Brown, S., & Young, J. (2018). Adverse childhood experiences and narcissistic abuse: Examining victim trauma history.
• Campbell, R., & Raja, S. (2005). The sexual assault and secondary victimization of female veterans. Psychology of Women Quarterly, 29(1), 97–106.
• Crombie, D. (2025). The Humiliation-Threat Model of Narcissistic Personality Disorder: A Neurodevelopmental Framework. NAARC White Paper.
• Dana, D. (2020). Polyvagal Exercises for Safety and Connection. W. W. Norton.
• Denneson, L. M., Smolenski, D. J., et al. (2024). Gender differences in risk and resilience for suicidal thoughts and behaviors: A national longitudinal survey study of United States veterans with a recent suicide attempt. Journal of Affective Disorders.
• Eurostat. (2025). Trafficking in human beings statistics: 63% of registered victims are female. European Commission.
• Fogel, C. A. (2023). Moral Injury in Survivors of Domestic Violence. CORE.
• Freyd, J. J. (1996). Betrayal Trauma: The Logic of Forgetting Childhood Abuse. Harvard University Press.
• Gallo, M. L., et al. (2025). Institutional betrayal and suicidal thoughts and behaviors: A retrospective examination of LGBTQ school experiences. Journal of Applied Research on Children, 14(1), Article 4.
• Herman, J. L. (2023). Truth and Repair: How Trauma Survivors Envision Justice. Basic Books.
• Monckton-Smith, J. (2021). In Control: Dangerous Relationships and How They End in Murder. Bloomsbury.
• Schulze, L., et al. (2013). Gray matter abnormalities in patients with narcissistic personality disorder. Journal of Psychiatric Research, 47(10), 1363–1369.
• Stark, E. (2007). Coercive Control: How Men Entrap Women in Personal Life. Oxford University Press.
• Statistics Canada. (2025). Trafficking in persons in Canada, 2024 (Juristat, Sutton-Preddie, D.).
• United Nations. (2000). Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children (Palermo Protocol).
• van der Kolk, B. (2014). The Body Keeps the Score. Viking.
• Woodlock, D., Salter, M., Dragiewicz, M., & Harris, B. (2023). Technology-facilitated coercive control and institutional betrayal.
• Yehuda, R. (2011). Understanding the neurobiology of trauma and PTSD. Psychiatric Times.