It was a talent show. He was there, supporting a friend. He never expected this. Then, the announcer called the name. And the music started. His song, "Shadows of the Past." He felt the world tilt.

His hands were clammy. He gripped the edge of the seat, his knuckles white. The performance wasโ€ฆ bad. Utterly, horribly bad. He felt a strange mixture of emotions: rage, humiliation, and a crushing sense of dread.

He wanted to interrupt, to stop it, but he was frozen. He felt a tremor run through his body. He wanted to crawl under the table and disappear.

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