The fluorescent lights of the common room seemed to hum with a malevolent energy. Maya avoided her roommate, Chloe, all day. Every time they crossed paths in the hallway, Maya’s pulse hammered. She saw Chloe's smile in her mind's eye as she remembered her journal.

She'd locked herself in the bathroom, staring at her reflection. Her face was pale, blotchy. Each breath felt labored, as if her lungs couldn’t quite fill. She scrubbed at her cheeks, trying to rub away the imagined stain of betrayal. Why? She muttered the question. Why would she do that?

Later, she found herself lingering in the campus bookstore, flipping through novels, unable to focus on a single page. It wasn't the violation, precisely; it was the exposure, the sense of being seen and judged. She just hoped Chloe wouldn't bring it up.

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