The Genealogical Translation Framework: A Deployable Diagnostic Instrument for Assessing Target-Environment Vulnerability to Psychological Capture

Existing practitioner frameworks for assessing vulnerability to political violence are diagnostic at the wrong level. VERA-2R, ERG22+, and behavioural risk tools assess the individual who is already showing precursor signs, or the content that is already circulating — they begin, structurally, where the problem has already advanced. The Genealogical Translation Framework operates upstream: it translates the genealogical-ontological methodology established across this series into a structured, practitioner-deployable instrument for assessing the population-level substrate architecture that determines why a given environment is vulnerable to adversarial activation before any individual manifests precursor behaviour or any operation achieves visible reach. Four analytical dimensions — substrate depth, occupant readiness, activation grammar availability, and supply chain presence — are operationalised through a six-step procedure and demonstrated across three application scenarios calibrated to different resource and access conditions. The result is an auditable, communicable vulnerability estimate that integrates with existing intelligence and crime prevention workflows, providing the historical depth that computational detection systems structurally cannot supply.