The world tilted on its axis, and she felt a wave of nausea. The air in the shop thickened, became hard to draw into her lungs. She stumbled backwards, her legs feeling like jelly. The ring, so familiar yet so distant in the glass case, seemed to shimmer before her eyes. Every single thing in the world suddenly seemed too much, pressing down on her. The faces of the other customers blurred into indistinguishable shapes. She wanted to scream, to shatter the silence, but no sound escaped her throat. She gripped her own arms, almost desperately, as if trying to hold herself together.

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