He tore open the letter, the paper ripping with a sound that echoed in the silent apartment. He stared at the words, his vision blurring. He stumbled backward, his breath catching in his throat. A cold sweat broke out on his forehead.

He felt a deep tremor throughout his body. He wanted to scream, to lash out, but he found himself utterly frozen. His muscles locked, and his jaw clenched so tightly he thought it would crack.

He fumbled for his phone, his fingers clumsy and numb. He had to call someone, anyone. The letters blurred again, the words losing their meaning. He felt as if he were falling.

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