Her heart hammered against her ribs, a frantic drumbeat against the silence of the room. The wrong name, the wrong history. It was a cruel joke, a cosmic error that felt like a personal attack. She felt a surge of adrenaline, a sudden burst of energy that made her want to run, to flee, to escape this nightmare.

She started to pace, her steps erratic, her movements jerky. She ran a hand through her hair, again and again, as if trying to untangle the mess in her mind. Her breath came in shallow, ragged gasps. She wanted to scream, to shout, to make someone, anyone, understand the sheer terror that had seized her.

She felt a wave of nausea, and her stomach clenched. She needed to get out, to breathe, to find some semblance of normalcy. She grabbed her purse and stumbled towards the door, the world blurring around her, the air thick and heavy in her lungs.

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