“Sir? Are you alright?” The shopkeeper’s voice pulled him back to the present. He’d been staring at the wallet, completely oblivious to the line forming behind him. His pulse thrummed in his ears, drowning out the gentle chatter of the other customers. He managed a strained smile, a feeble attempt to appear normal, but his voice cracked as he stammered, “Yes, fine. Just… thinking.” He needed to get out of there, away from the prying eyes, away from this constant feeling of being watched.

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