He felt his pulse hammering against his ribs. The antique pocket watch, a legacy from his grandfather, gleamed under the harsh fluorescent lights of the auction house. His sister, Sarah, stood beside him, her face a mask of polite indifference. "It's just business, Leo," she’d said. "We need the money."

His throat constricted. He could hardly speak. He kept clearing it, trying to form coherent thoughts, but they scattered like frightened birds.

He tugged at his collar, desperate for air. The room spun slightly. The auctioneer’s voice, a steady drone, seemed to be closing in on him. He scanned the crowd, seeking a friendly face, but only saw the calculating gazes of potential buyers.

He jammed his hands in his pockets, fists clenched, nails digging into his palms. He had to stop this. He had to.

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