"The Duchess's Decadent Doughnuts!" the sign outside the bakery blared in bright, inviting letters. She pressed her face against the glass, her nose almost touching the window. A dizzying sensation overtook her, her head feeling light. The doughnuts, glazed perfectly, were undeniably hers. Every swirl, every sprinkle, a cruel reminder.

Her legs buckled, and she sank to the sidewalk, her back pressed against the cool brick. Her heart hammered against her ribs, a frantic drumbeat. She needed to get away, to escape this scene, this mockery. The air tasted wrong, like ash.

She squeezed her eyes shut, trying to block out the sight of the happy customers, the tantalizing aroma of the stolen treats. She squeezed harder. She opened them again, and they were still there, the doughnuts, the sign, the lie.

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