The perfectly arranged centerpieces, the elegant table settingsโ€”it all felt like a mockery. For Evelyn, the wedding was a minefield, each guest a potential trigger. The sight of him, across the room, was the explosion.

Her throat constricted. She struggled to swallow, as if something were lodged there. Her carefully constructed defenses crumbled. She found herself clutching her wine glass so tightly that the stem felt ready to snap.

Her hands shook. She felt an overwhelming urge to flee, to disappear, to obliterate herself from this scene of forced gaiety. She pushed away from the table, unable to meet the concerned gaze of her friend, and walked toward the bathroom, trying to regain control.

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