The aroma of her signature gingerbread cookies, the ones she always baked for Christmas, drifted from the bakery down the street, but it wasn't her shop. She felt a burning sensation in her chest, a painful constriction that made it hard to breathe. The gingerbread was her passion. She would not even use anything but the highest-quality ingredients.

Her hands clenched. She felt her face flush, the blood pounding in her ears. She forced herself to walk, her legs feeling like lead. She stopped at the window, staring at the perfectly displayed cookies. The gingerbread man even had a bow tie, just like she always made.

She pressed her forehead against the cool glass, her vision blurring with tears. This couldn't be happening. Not to her.

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