The back of the diner was quiet, only the hum of the fridge. Liam sat in the booth, the leather wallet lying open on the table. It was jammed with cash, and he'd discovered it in the glove compartment of his car.

He’d always been a cautious man. Now, the weight of the unknown pressed down on him. What should he do? He fiddled with the straw wrapper, twisting it into a tight spiral. The waitress had taken his order, and when he looked up, she was staring at him.

Her gaze was not accusatory but inquisitive. Liam felt his face grow hot. He suddenly felt exposed, trapped under her scrutiny. He found it difficult to breathe.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228