The sun was shining, but the world was dark. The drilling was the worst, the way it clawed at her brain. Laura felt a pressure in her head, as if it was about to burst. Her hands were clammy. She pressed her palms against her ears, but it didn't help. It only amplified the vibrations.

She slumped onto the sofa, curling into a ball. She wanted to disappear, to vanish from the face of the earth. She took a deep, shuddering breath. The walls seemed to be closing in.

She scrambled up and grabbed her keys. She didn't know where she was going, but she had to go somewhere. Anywhere.

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