The photograph, clutched so tightly in her hand, was damp with her tears. It showed a woman, a stranger with familiar eyes. The resemblance was uncanny, and suddenly the world tilted. Her stomach churned. The quiet of the library, usually a comfort, now felt oppressive, each tick of the clock amplifying the turmoil within her. She tried to steady her breathing, but her lungs seemed to have forgotten how. She had to get out. She stood so quickly she almost fell. She rushed towards the doors, the scent of old books and paper suddenly suffocating.

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