The world was suddenly too loud. The chirping of birds outside her window, the hum of the refrigerator, the distant rumble of a car โ€“ all amplified and grating. She felt a burning sensation in her chest, a physical manifestation of her bewilderment. Her breath came in short, shallow gasps. She ran to the sink and splashed cold water on her face, but it offered no relief. "How?" she whispered, the question a desperate plea directed at the empty bathroom. She gripped the cold porcelain edges of the sink, knuckles white, fighting to keep from collapsing.

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