“You… you wrote about *me*?” Liam stammered, his voice catching in his throat. The book lay open on the coffee table, a damning testament to his partner's secret life. His legs felt weak, as though they might buckle beneath him.

He felt a searing heat crawl up his neck, spreading across his face. Every breath came in ragged gasps. He wanted to shout, to lash out, to understand. Why? Why had she done this?

He glanced at the familiar objects around the room, each one now imbued with a strange, unsettling aura. The couch they’d shared, the photographs on the wall, the very air in the apartment felt tainted. He needed to be alone.

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