Her breath hitched. She clutched her clutch so tightly, her knuckles were white. The champagne flute felt like it might shatter in her grip. Across the crowded reception hall, she saw him. He was talking animatedly with a group of people near the bar, his familiar laugh echoing faintly over the music. She felt a sudden, fierce urge to turn and flee, to disappear into the nearest ladies' room and stay there indefinitely.

The sudden drumming in her chest was so loud she thought surely everyone could hear it. She considered feigning a sudden illness, a dizzy spell, anything to excuse her from being in this exact spot. But then, their mutual friend, the bride, waved her over. She plastered a smile on her face, a brittle, fake thing, and began walking toward the inevitable.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258