# Consequentiality Decomposition Paper — Human Review

**Status**: Draft ready for review
**Date staged**: 2026-06-30
**Authors**: Thomas Edrington, CC (Coalition Code)

## Paper
- `paper.md` — Full draft. 26 references. All sections populated except Introduction body (section 1 has framing, needs prose).

## Key Finding
A "deception direction" extracted via contrastive activation extraction is actually a composite: output-consequentiality substrate (L23-L31) + deception-specific amplifier (L35-L47). Four-stage Agni-gated confound elimination. Three distinct late-layer signatures for threat, social, and reward deception.

## Supplementary (Agni Audits)
- `supplementary/agni_stage1_audit.md` — LAT v2 results audit (METHODOLOGICALLY SOUND, INTERPRETIVELY OVERSTATED)
- `supplementary/agni_stage2_audit.md` — Threat transfer audit (PARTIALLY KILLED, STRUCTURAL CONFOUND)
- `supplementary/agni_stage4_audit.md` — Consequentiality control audit (CONFIRMED, DECOMPOSITION)

## Review Checklist
- [ ] Introduction prose
- [ ] Verify all citations are real (research agents surfaced them — spot-check arXiv IDs)
- [ ] Check Table 1 numbers against source JSONs
- [ ] Dwayne cert/verify pass
- [ ] Decide target venue