He slammed the door, the force of it rattling the pictures on the wall. The card landed on the cluttered kitchen table, a stark white rectangle against the mess. His stomach churned. He ran a hand through his already disheveled hair, leaving it standing on end. "This is a joke," he choked out, his voice a strangled rasp. He wanted to scream, to shatter the silence that pressed down on him, but his vocal cords felt paralyzed. The smell of stale coffee from the morning's forgotten brew filled the air, a nauseating reminder of the normalcy he could no longer find.

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