"Condos," she muttered, the word tasting like ash in her mouth. She slammed the door to her apartment, the sound echoing in the hallway. Her heart thudded erratically against her ribs.

She immediately began pacing, her steps quick and agitated, tracing the perimeter of her living room. The worn rug seemed to shift under her feet. She ran a hand through her hair, tangling it further.

She grabbed her phone and immediately scrolled through listings. The market was insane. The thought of competing, of being priced out, filled her with a sense of dread. The apartment felt different, tainted.

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