Moral Concern Is a Response Regime: A Preregistered Cross-Model Test of Persona Framing in Large Language Models
Four large language models from four providers judged the same 20 ambiguous scenarios under a neutral frame and six loaded personas, across 11,200 main trials. The prediction came from Motivated Violation Construction (MVC), a theory of human moral cognition on which a loaded actor identity can move ambiguous behaviour...