The words on the screen swam before her eyes. Every detail, every observation, every hidden thought – all laid bare. The woman in the novel was her, but… not. A twisted, embellished version. She felt an overwhelming need to get away, to be anywhere but here.

She gripped the desk tightly, the wood digging into her palms. Her vision blurred, and the room began to spin. Her throat felt tight, and she couldn't seem to swallow.

He would be home any minute. She scrambled to her feet, knocking her chair over. She had to get out, had to…she didn’t even know what she had to do. The front door was suddenly a beacon of escape.

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