The air in the waiting room was thick with the scent of sanitizers and forced calm. Each tick of the clock was a hammer blow against her already frayed nerves. She kept fidgeting, unable to stay still. Her leg bounced, a frantic, uncontrollable tremor.

The receptionist called her name. The blood seemed to drain from her face. She walked to the door, her steps shaky. She took a deep breath, trying to compose herself.

When she stepped into the office, the room tilted. The woman sitting behind the desk, her face carefully composed, was the girl who had made her life a misery. The one with the cruel words and the sharp tongue. Her name was Amy. A cold sweat broke out over her skin. A laugh bubbled up her throat, tight and strangled.

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