The letter lay on the floor, beneath a mountain of old photographs. David bent to pick it up, his hand shaking. It was addressed to his brother, a brother he hadn't spoken to in years. He sat on the floor, the photographs blurring before his eyes. He started reading.

"โ€ฆI keep seeing your face, and the words just won't come out. I can't sleep, and I keep reliving it," David read. He had known his brother was dying when he wrote the letter, but it was just a letter, never sent, and now a painful memory.

The room seemed to shrink, the walls closing in. He felt a sudden, overpowering need to scream, a primal urge that clawed at his throat. His hands clenched into fists, the nails digging into his palms. He didn't know what to do.

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