He stared at the money, stacked neatly inside the opened wallet. His breathing became erratic, shallow gasps. The air in his cramped apartment felt thick, suffocating. He paced the small space, his boots echoing loudly on the wooden floor. He scrubbed at his face with both hands, trying to clear his thoughts.

He felt like a caged animal. Every instinct screamed at him to run, to escape. But from what? From himself?

His jaw clenched. He felt a sudden, desperate urge to destroy something, anything. He lunged for a nearby chair, his hand outstretched, then abruptly stopped. He knew if he broke it, it would make it real, and he wasn't ready to face reality.

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