“Did you see the email?” Jessica asked, her voice tight, the question a shard of glass.

Across the table, David nodded slowly, his face pale. They were in the campus cafeteria, the usual buzz of activity replaced by a hushed, apprehensive silence. The reality of the news hung heavy in the air. Jessica felt as if someone had punched her in the solar plexus.

Her carefully made schedule, her meticulously planned study groups, all felt like empty gestures. She stared at her untouched plate of food, her appetite gone. She picked at the food, the feeling coming on her fast. She couldn't breathe.

She stood abruptly, pushing her chair back with a loud screech. “I… I have to go,” she choked out, turning away before David could respond. She fled the cafeteria, a knot of worry tightening in her stomach.

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