The wind howled, mimicking the sound echoing in her ears. She hadn't expected this. Not after all this time. She touched the smooth scar of the stump, then jerked her hand away, as if burned. A shudder ran through her, shaking her from head to toe. Tears streamed down her face, the salt stinging her eyes. She wanted to scream, to lash out, to rip the earth apart with her bare hands. She clenched her fists until her knuckles were white. Her breath came in ragged gasps. The silence was deafening.

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