The news hit Mark like a punch to the gut. His breath hitched in his throat, a sharp, involuntary gasp. He leaned back in his chair, his eyes darting around the room, as if searching for an escape route.

The familiar hum of the air conditioning suddenly sounded like a menacing growl. His chest felt constricted, as if a weight were pressing down upon it. He ran his hand over his face, feeling the prickle of stubble.

He couldn't sit still. He had to do something, anything, to dispel the feeling of mounting pressure. He got up and started walking around the office, going to the water cooler, then back to his desk, then to the coffee machine.

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