Sarah paced the length of her bedroom, the worn carpet a familiar comfort beneath her feet. Her mother's words from earlier hung in the air: “Coach Peterson wants to see you tomorrow.” She had a knot of unease tightening in her stomach, a physical manifestation of her apprehension.

She kept checking her phone, expecting a call, a text, anything that would give her a hint of what was coming. The silence was the worst part. She ran a hand through her hair, pulling at the strands. She hated the feeling of not being in control.

She'd poured her heart into this season, sacrificing parties and sleep for grueling practices. She’d given it everything. She glanced at her reflection in the mirror, seeing a pale, tight-lipped version of herself staring back.

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