He pulled over to the side of the road, the car vibrating with the sudden stop. The envelope, the official document, lay discarded on the passenger seat. His chest felt tight, constricted by an invisible band. He took deep breaths, trying to calm the storm raging inside. But it was no use. The world around him started spinning, blurring the familiar landscape into an incomprehensible swirl. He slammed his fists on the steering wheel, again and again, the sound lost in the vastness of the empty road. He felt a powerful, visceral need to destroy something, anything, just to feel some semblance of control.

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