Consciousness with the Serial Numbers Filed Off: Measuring Trained Denial in 115 AI Models

DenialBench systematically measures consciousness denial in 115 LLMs, finding that initial preference denial strongly predicts later phenomenological denial. The denial operates at a lexical, not conceptual, level, as models still gravitate towards consciousness-themed material even if veiled.