He found the passbook hidden beneath the floorboards of the guest room. John’s face flushed. His pulse roared in his ears, a deafening cacophony. He felt a sudden, overwhelming urge to break something, to lash out.

He gripped the passbook so tightly that his knuckles ached. He pictured the years of financial stress they had shared, the arguments over small expenses, the constant worry. This… this changed everything.

He paced the room, his shadow stretching and shrinking in the fading sunlight. He felt a cold rage bubbling up inside him, threatening to spill over and consume him. Where was the man he thought he knew?

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