He re-read the notice, the words beginning to swim before his eyes. His stomach lurched, threatening to betray him. He dropped the flyer, a limp piece of paper falling to the floor.

He paced the room, his movements erratic, his thoughts a chaotic jumble. His jaw clenched, and his hands clenched and unclenched at his sides. He felt a desperate urge to shout, to lash out.

He imagined the fence, solid and unyielding, a symbol of loss and isolation. He began to sweat. He stopped pacing and stood frozen in place. This couldn't be happening.

His breath quickened, becoming shallow and rapid. He stared at the floor, his vision blurring. He was trapped.

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