A chill snaked its way up David's spine, leaving him shivering despite the summer heat. The details of the rival patent were chillingly familiar. His mouth went dry. He felt a need to argue, to fight, but the words wouldn't come. He pushed himself away from the table, pacing back and forth. His steps were erratic. His hands were clenched into tight fists. He felt the phantom pain of a thousand missed opportunities, each one a sharp jab to his gut. "This can't be happening," he repeated to himself over and over.

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