"Again?" The voice was a low growl, barely audible above the rhythmic thumping that seemed to be vibrating through Simon's bones. He stared at the ceiling, the light fixture swaying slightly, a subtle but insistent movement mirroring his own inner turmoil. He was a good person! Why was this happening?

He had just wanted to relax. The bass, a deep, resonant thrum, was supposed to be soothing. The cops would be here. They would take him to jail.

He buried his face in his hands, pressing his palms against his eyes. The world spun. He could taste bile in his throat. This wasn't supposed to happen. He wanted to be good. He wanted to go home.

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