He stared at the open wallet in his trembling hands, the crisp bills almost glowing under the fluorescent lights of the bus station. A cold sweat beaded on his forehead, and his vision swam. He clutched the wallet tighter, as if it might disappear if he released his grip. The announcement for his connecting train blared over the intercom, a mechanical voice that seemed to mock his indecision. He wanted to run, to vanish into the crowd, but the weight of the cash held him rooted to the spot.

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