He held the book, *The Picture of Dorian Gray*, in his hands, admiring its gilded cover. The book's beauty was shadowed by the letter he found inside. It was a letter that revealed a dark secret about his best friend.

He felt the blood drain from his face. He began to pace, his movements jerky and uncoordinated. His hands clenched and unclenched. The walls of his apartment seemed to close in.

He had to do something. He had to stop what was happening. He grabbed his keys and ran out of the apartment, leaving the book behind.

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