A full-context model of Trump.
Built on 1,000 million words across 70 years of family dynamics, tabloids, business lore, interviews, television, campaigns, presidency, prosecutions, and comeback politics.
Four connected layers analyze the same person from different depths, then pressure-test each other for contradiction.
Layer 1 maps attachment, narcissistic injury, shame regulation, and dominance scripts. 7 psychodynamic profiles.
Layer 2 estimates Big Five facets, Dark Triad, threat sensitivity, and impulse control. 5 trait surfaces.
Layer 3 models moral foundations, SDO/RWA, grievance logic, and zero-sum framing. 20 topic buckets, 5 worldview outputs.
Layer 4 tracks rhetorical cadence, negotiation loops, escalation, loyalty tests, and crisis heuristics. 9 behavior profiles, 60 rally slices.