The bank statement lay on the kitchen table, a simple piece of paper that had the power to unravel her entire world. Her fingers were numb as she stared at the impressive balance. She felt a cold dread creep into her bones.

She couldn't stay still. She started pacing, her footsteps echoing in the empty house. She found herself talking, a low, rapid-fire stream of questions, though there was no one to answer.

She grabbed her coat, the action frantic, almost violent. She didn't know where she was going, but she had to get out. The air felt thick, heavy, unbreathable. She 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