The email sat in her inbox, a digital taunt. Her eyes burned, and she blinked rapidly to clear the vision, but the words wouldn't disappear. Twenty-eight dollars an hour. She clutched at the desk, feeling as if she might fall. The blood drained from her face.

She jumped up from her chair, pushing the chair across the floor. She slammed the door to the office, the sound echoing down the deserted hallway. Each step felt heavy.

She walked in circles, unable to sit still, her heart racing and she had to take breaths, trying to find composure.

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