He stared at the plans taped to his neighbor’s window. Lines, angles, a solid wall of… what? Wood? Metal? A prison. His pulse hammered a frantic tattoo against his ribs. It was as though the very air around him had grown thick and suffocating.

He wanted to scream, to smash something, to… what? He didn’t know. His palms were slick, and a cold sweat erupted over his forehead. He swallowed, the action dry and painful. His jaw clenched, muscles screaming in protest.

"This is insane," he muttered, his voice a strained whisper. The dog next door began barking, a relentless, yapping sound that seemed to amplify the chaos within him. He felt his vision begin to tunnel, the world narrowing to the offending drawings.

He took a shaky breath and yanked his phone from his pocket. The screen seemed to swim. He fumbled for his neighbor's number, his fingers clumsy and unresponsive.

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