The architect, Sophia, felt her carefully constructed composure begin to crumble. She stared at the presentation projected on the screen. The city council was deliberating on proposals for a new community center. The proposal before her, she learned, was very similar to her own.

Her jaw clenched. A wave of nausea rolled through her. Her breath came in short, shallow gasps. She wanted to scream, to lash out, to defend her vision. But she couldn't. It was all a blur. The room spun.

She tried to speak, but no words came out. She felt a burning sensation in her throat, a tight knot that prevented her from making a sound. Her hands were ice, her face hot. Her carefully curated life, her carefully crafted reputation, was collapsing.

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