The professor’s voice, normally a source of comfort and guidance, became a distorted echo. The news, delivered with a practiced air of calm, was anything but. Sarah felt a cold dread creep into her bones. Her fingers went cold. She could barely feel her feet.

She stared out the window, at the campus she'd come to love, and saw it with fresh, terrifying eyes. The familiar buildings, once symbols of her aspirations, now seemed like decaying ruins. She began to wonder if her future even had a chance to happen.

The student next to her asked a question, but the words were lost in a fog. Her own voice wouldn’t come. She needed to get away, to be alone with her despair. She rose, walked down the aisle, and left the room without a backward glance.

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