He avoided eye contact with the shopkeeper, his gaze fixed on the ring. He took a small step forward, then another. His movements felt slow, sluggish, as if he was wading through water.

The ring. He was almost certain. He just needed to see it, up close. He felt the familiar ache in his temples, the tightening of his jaw. He had rehearsed this in his head a dozen times, but he'd forgotten all the lines.

The shop felt small, claustrophobic. Each breath was a struggle. He had to be strong. He had to remain steady. He had to get this ring, no matter the cost.

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
🎉-0.233
happy-0.231
"-0.228