The dingy pub reeked of stale beer and desperation. Finn slumped further into the booth, his gaze glued to the dartboard. His song, “Broken Compass,” started—that distinctive guitar riff he’d crafted in his own garage years ago. A strange man with a weathered face was on stage, strumming the familiar chords.

His stomach lurched. He felt the blood drain from his face. He’d never licensed the song, never let anyone use it. How was this possible? His throat felt thick, as if a fist were lodged there.

He tried to stand, but his legs felt like jelly. He managed to force out a hoarse, "Excuse me," to the couple beside him. He needed out, away from this place, away from this violation. He had to. Now.

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