"Just breathe," Maya muttered under her breath, a mantra she repeated with every step. The wedding dress felt like a cage, constricting her movement. The thought of running into Alex sent a jolt of ice through her veins. She smoothed down the fabric of her gown, her hands trembling slightly.

She sought out the restrooms, finding a quiet corner to collect herself. The floral wallpaper swam before her eyes. The sound of happy chatter from the hallway made her want to hide, to disappear, anything to postpone the inevitable.

She splashed cold water on her face, hoping the shock would steady her nerves. Looking at her reflection, she saw a stranger – a pale-faced woman with wide, frightened eyes. She took a deep breath, steeling herself.

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