"They can't!" Emily shrieked, her voice cracking. She ripped the flyer from the bulletin board, crumpling it in her fist. Her breath came in ragged gasps, her hands shaking so violently she could barely hold the paper.

She crumpled to her knees, clutching her stomach. A wave of dizziness washed over her. Her mind raced, a chaotic jumble of memories, smells, and flavors. She felt as though she was being suffocated.

Her body ached, her muscles strained. She had to *do* something. She had to try. She clawed at the ground, pulling herself up. She stumbled towards the restaurant, a desperate plea forming in her throat.

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