The bride's vows had been beautiful, filled with love and hope. For Leo, they were a fresh wave of agony. Every word, every shared glance, was a knife twist, a reminder of what he had lost. Seeing Ethan, her ex-boyfriend, standing there, so comfortable, so present, was the worst part.

He felt his hands clench into fists. He forced them open, but the impulse to lash out, to scream, remained. He took a deep breath, trying to regain control. The champagne he'd drunk seemed to be turning to acid in his stomach.

He excused himself from the table, claiming a sudden headache. He needed to be alone, to be anywhere other than here. The wedding, once a source of happiness, now felt like a prison. The laughter and revelry of the other guests sounded distant, distorted, like a cruel mocking soundtrack to his anguish.

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