"Get a tattoo." The words jumped out at him from the crumpled napkin. "See a Broadway show." His hands were clammy. The list, scrawled on a napkin from their favorite restaurant, felt like a punch in the gut. He felt the world spin.

He ran a hand through his hair, pacing back and forth in the living room. His chest felt tight, constricted. He felt the urge to destroy something. He felt a burning need to know what he had done wrong.

He picked up the napkin, crumpling it further in his grasp. The world seemed to fade around him. His vision blurred, and the sounds of the city outside seemed to fade away. He wanted to yell, to scream, to rage.

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