The relentless fluorescent lights of the gallery seemed to pulse, amplifying the pounding in David’s head. He squeezed his eyes shut for a moment, trying to gain control, but the image of his stolen paintings, hanging on the wall, remained seared behind his eyelids.

He’d imagined a gallery, dreamed of an opening, but not like this. Not a cold, impersonal space where his most private thoughts were suddenly up for public consumption. His hands trembled so violently he could barely keep them at his sides.

A well-dressed man approached, complimenting the “bold use of color and texture.” David could only manage a strangled noise in response. He felt a desperate need to flee, to erase the very existence of what was displayed on the walls.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359