The silence in the car was crushing. Jessica’s eyes were fixed on the road, but Mark knew she wasn't seeing anything. He felt a cold dread creeping through his veins. He'd seen her, entering a small, unassuming bookstore—a far cry from the bustling corporate headquarters of the publishing house she always described.

The car seemed to shrink, the space between them filled with an invisible weight. The radio played a cheerful tune, a jarring contrast to the tension in the air. He glanced at her, noticing her rigid posture.

Her usual ebullience, her quick wit, seemed a distant memory. The image of her slipping into that bookstore was imprinted on his mind.

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