He found the note inside a worn copy of *One Hundred Years of Solitude*, a book that had always held a strange fascination for him. The air was thin, the words on the page a blur. The words were a revelation, a secret about his own lineage.

He started to laugh, a harsh, brittle sound that echoed in the empty room. His hands flew to his mouth, trying to stifle the sound. He was unable to stop.

He grabbed his coat and ran out the door, desperate to escape the confines of his apartment. The streets were a blur of motion, the city lights a jumble of color.

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