He’d called it a “love letter.” Leo read the manuscript, the words blurring before his eyes. It was a distorted parody. He felt a desperate need to tear it apart, to rip the pages into shreds and scatter them to the wind.

He went into the kitchen and poured himself a glass of water. His hand was trembling so hard that he splashed half of it on the counter. He slammed the glass down, the sudden noise filling the otherwise quiet apartment.

He could feel his pulse racing, a frantic drumbeat against his ribs. He felt a sudden, irrational urge to throw something. He walked to the window, staring out at the street below. He was so completely unmoored.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359