The phone felt heavy in Maya's hand. Any minute now, she thought. Any minute, the call. Across the diner table, Chloe was laughing at something, her usual infectious energy radiating outwards. Maya found it hard to concentrate on the conversation. Every time the door opened, her pulse quickened.

She’d polished her resume, crafted her cover letter, and practiced all the interview questions. Now, she just had to wait. The waitress refilled their coffees, and Maya noticed her hands were trembling. She spilled a little coffee in the saucer.

Chloe noticed her unease. "You okay?" she asked, her brow furrowed with concern. "Yeah," Maya mumbled, forcing a smile. “Just tired.” She felt as though the air had become thick and heavy, and her breath was shallow.

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