The rhythmic thump of Leo’s foot against the couch pulsed in Sarah's ears as she stared at the email. It was from the landlord, reminding them of the no-pets clause in their lease. Leo, oblivious, continued his repetitive drumming, his excitement about the potential new roommate, a fluffy Persian cat, radiating outwards like heat.

Her palms began to sweat. The rent was already a struggle. Would the cat scratch the furniture? Would they have to pay a penalty? Her breath hitched. The thought of losing the apartment, of being evicted, was a suffocating pressure.

"He'll be so good for morale," Leo said, his voice full of warmth. He was gazing at the cat adoption website on his laptop. The image of the fluffy animal made Sarah's chest feel constricted. She forced a smile. "That’s… great."

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