“No, no, no,” she whispered, her voice barely audible. Her mother, the paragon of virtue, dressed in a flapper dress, laughing, with a cigarette dangling from her mouth. It was such a contradiction to everything she'd been told.

She started to shake, a tremor that began in her fingers and spread throughout her body. Her heart hammered against her ribs, a frantic, irregular rhythm. It felt as though it would explode out of her.

She looked around the room, the familiar furniture now alien and mocking. The room began to spin. She felt a powerful urge to shatter everything around her.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359