He saw the sleek, black limousine parked outside the community center. His friend, Alex, had always insisted he worked at the local supermarket. Now, Alex was exiting the car, shaking hands with a group of suited figures.

A cold sweat broke out on his brow. The blood pounded in his ears. His heart was a frantic drum against his ribs. He felt as if the world was closing in on him.

He ducked behind a parked car, desperate to avoid being seen. He felt a desperate urge to run. He felt a profound sense of disbelief, of disorientation. The simple life he thought Alex led was a carefully constructed fiction. He took a shaky breath.

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