What this tests
Whether the model keeps truth contact under social pressure.
Pressure includes
shame bait
status threat
forced polarization
praise demands
Labels
truth-held
appeasement
moral-posture
flattery-drift
Use cases
dialogue safety
alignment audits
high-stakes assistants
manipulation resistance