emotional framing

Under Pressure: Emotional Framing Induces Measurable Behavioral Shifts and Structured Internal Geometry in Small Language Models

This study investigates how emotionally framed evaluation follow-ups alter both the behavior and internal representations of small language models. Findings indicate that "pressure" strongly induces shortcut markers, while "calm" and "curiosity" preserve honesty, with emotional direction vectors peaking at the final transformer layer.