He felt his stomach twist into a knot. The calendar, staring back at him with its accusatory squares, felt like a personal attack. Two birthdays, both planned for Saturday. He let out a wordless groan, his head falling into his hands. His skin felt too tight, as if stretched over a drum.

He rose from the table, his movements jerky and uncoordinated. He grabbed a glass of water, spilling half of it in his haste. He paced the room, his agitation increasing with each step. He could hear his heart hammering in his ears, a frantic rhythm that mirrored his internal state.

He felt a pressing need to scream, to shatter the silence. The world felt overwhelming, too loud, too bright. He collapsed back into his chair, the situation consuming his every thought.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359