"Did you hear anything yet?" Mark's voice, usually steady, sounded strained. He had called Ben for an update, his voice shaking. Ben was also his competition. The thought of this was almost crushing.

He gripped the steering wheel so tight his knuckles were white. The waiting felt like being trapped, like slowly sinking into quicksand. The car felt stifling, the air thick and heavy. He kept checking his phone, again and again, even though he knew there would be nothing new.

The highway stretched out before him, an endless grey ribbon. He wanted to drive, to disappear, to outrun the uncertainty that gripped him. He didn’t want to face that phone call later.

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