The banging seemed to echo in her bones. The constant percussion. The relentless assault on her senses. Amelia felt a surge of heat rush through her, a wave of pure, unfiltered panic. She clutched at her throat, as if she was suffocating.

She stood in the center of her living room, her eyes darting from one object to another. The familiar furniture, the comforting artwork, seemed to mock her. The world was spinning. She felt a desperate urge to scream, to lash out, to destroy something.

She grabbed a vase off the table, the ceramic cold and smooth in her trembling hands. She brought it up, ready to hurl it at the wall. But stopped.

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