The scent of the gallery, a mix of expensive perfume and something metallic, made Alex’s stomach churn. She ran a hand through her hair, desperate to anchor herself. Her name, bold and confident, was plastered above her drawings, a stark declaration of ownership she never granted.

She felt a cold, sharp pain in her chest, as if someone had just stabbed her. Her artwork was out in the open, vulnerable to the world’s judgment. This violation, this act of pure betrayal.

Her vision narrowed, the faces of the onlookers morphing into grotesque caricatures. She stumbled backward, bumping into a sculpture. She just needed to escape, to be alone, to make this stop.

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