He’d been trying to fix a leaky pipe when he accidentally knocked a loose brick out of place. Behind it, a darkened recess. His breath hitched in his chest, a ragged, uneven sound. He leaned closer, peering into the gloom. What was that? A glint of metal?

His mouth was dry, his tongue feeling thick and clumsy. The room around him began to spin, the objects in the garage wavering in his peripheral vision. A wave of heat washed over him, followed by a sudden chill. The world seemed to shrink, the walls closing in.

He clutched at his chest, his fingers digging into his shirt. He couldn't breathe. The air felt thick, heavy, like trying to inhale underwater. He had to get out. He had to escape this suffocating place.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359