The old, leather-bound book tumbled from the shelf, striking the wall. Behind it, a hidden door. A wave of nausea washed over her. She pressed a hand to her mouth, stifling a sound that threatened to escape. Her heart was a trapped bird, beating wildly against her ribs.

Her eyes darted around, searching for an escape route, as if the room itself were a predator. A strange buzzing filled her ears, and the world seemed to tilt. Her hands trembled so violently she could barely feel them. She felt a wave of dizziness, and she swayed unsteadily.

She had to breathe, but the air felt thin and cold. She stumbled backward, her legs giving way beneath her. She sank to the floor, her body racked with tremors. The dark space beckoned, promising nothing but fear and the unknown. She squeezed her eyes shut, hoping to make it all disappear.

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