The fluorescent lights in the laundromat seemed to magnify the tension in the air. The dryer hummed like a disapproving judge. Sarah’s grip tightened on her phone as she watched Michael carefully remove the new birdcage from the cardboard box. His excitement was a physical force, pressing against her.

She rubbed her temples, trying to ward off the building headache. She hated birds. The chirping, the mess, the constant noise. She had a strong reaction, like an allergic response, and the thought of it made her feel sick.

“He’s a finch!” Michael said, his smile radiating. Sarah took a deep breath, the air in the room suddenly too thin.

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