“Delayed due to unforeseen circumstances.” The automated voice, emotionless, seemed to pour salt into the wound. Clara felt her vision narrow. Her mother’s birthday. She had spent weeks planning a surprise party, now, it seemed, she wouldn't even be there.

She sank into a chair, the plastic cold against her skin. Her hands were clammy, her breath shallow. She stared at the floor, the tiles blurring into a dizzying pattern. She imagined her mother’s disappointment, the carefully chosen decorations, the forgotten cake.

She fished her phone out of her bag, the screen reflecting her pale, drawn face. She felt an overwhelming urge to cry, but she couldn't let herself. She had to think. She had to find a way.

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