The package, addressed to "Ms. Anya Petrova, Esq.", rested accusingly on the welcome mat. Anya had never heard of an "Esq." She didn't want it. She wanted to be left alone. She wanted the day to end.

She kicked the box. Hard. Then she paced, her steps uneven, her hands clenched into fists. She needed to sit down. She needed water. She needed to *think*.

She grabbed a kitchen chair, pulling it with a screech across the floor. She sat, her back stiff. Her heart thumped against her ribs, a frantic rhythm. She couldn't breathe properly. She had to get rid of it.

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