The waiting room felt like a pressure cooker. Sweat beaded on Amelia's forehead, tracing paths down her temples. She clawed at the faux leather of the chair, the sound grating against her teeth. The scent of lavender and something vaguely medicinal did nothing to calm the tidal wave of anxiety threatening to engulf her. Her breath hitched, shallow and rapid. What had she been thinking, scheduling this appointment?

A throat cleared, a sound that sliced through the already taut silence. The door to the office opened, and a woman, face softened with practiced empathy, beckoned her in. Then Amelia saw her, and a jolt of pure, unadulterated shock ricocheted through her. It was Brenda. Brenda from the fifth grade, Brenda who had stolen her favorite scrunchie and laughed as she cried.

Her mouth worked, soundless. *No, this can't be happening.* The woman, Brenda, gestured to the chair across from her, her smile unwavering. Amelia stumbled forward, her legs feeling like overcooked spaghetti.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359