He paced back and forth, the photographs clutched in his sweaty fist. His great-aunt, the one everyone said was a spinster, with a baby in her arms, beaming. A man, with his arm around her, clearly the child’s father. He’d never heard of this man.

He felt a hot flush crawl up his neck, spreading across his face. He felt trapped. A strange, animalistic yelp escaped his throat. The very walls around him seemed to be closing in.

He collapsed onto the sofa, the pictures slipping from his grasp, their faces staring up at him like accusing eyes. All this time! He couldn't process it.

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