It was a food blog, the words practically leaping off the screen. "Chef Antoine's Amazing Apple Tart." Her tart. Her grandmother's, her mother's, and now hers. The article was filled with pictures, each image a painful stab to her gut.

She paced her kitchen, the tiles cold beneath her bare feet. The walls seemed to close in, the air thick with a suffocating pressure. She felt a primal urge to destroy something, anything.

She reached for a knife, her hand trembling. She stared at the blade, the polished steel reflecting her distorted image. This was a nightmare. A horrible, relentless nightmare.

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