The moment Sarah saw the notification on her phone, her fingers fumbled, dropping the device onto the hardwood floor. The screen cracked. The invitation. She picked it up, her hands trembling.

A coldness spread through her, starting at her toes and creeping upwards. She paced the kitchen, the linoleum cold beneath her bare feet. The vivid memory of the awkward dances, the stinging rejections, flooded her mind.

She opened the refrigerator, then closed it again, unable to decide what to eat. The thought of the judgment, of the whispers, the unspoken expectations, made her want to disappear. "No, no, no," she muttered under her breath, a plea lost in the sudden, echoing emptiness of her apartment.

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