The Dual Nature of LLM Persona: Aggregated Tendencies and Frame-Dependent Geometry

Yuan Yuan

Evaluations of LLM personas via psychometric questionnaires typically rely on aggregate scores, discarding within-instance correlation structure. We test whether this geometric str…