"Swim with sharks." The words swam before her eyes. Sarah reread the list, each entry a knife twist. "See the pyramids." Her vision blurred. "Go to space." She felt lightheaded, as if she were floating, detached from her body. She slammed the notebook shut, the sound echoing in the otherwise quiet apartment.

She had to get out. She didn't trust herself to stay. She pulled on her shoes, her hands fumbling with the laces. The world seemed to be closing in around her, the walls of the apartment shrinking. She ran to the door, flinging it open.

The sudden rush of cool air did little to help. She stumbled into the street, barely noticing the passing cars. The world was a blur of colors and sounds, a symphony of chaos. Her mind raced, a runaway train.

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