The phone felt heavy in Sarah's hand. She dialed her editor’s number, her thumb hovering above the call button. Her heart thrummed an erratic rhythm against her ribs. She was breathless. Her palms felt slick. She’d spent months perfecting her piece, poured her heart into it. Now, *someone else* was receiving the accolades.

She imagined her rival, David, smugly accepting the praise. The thought ignited a fiery rage, but it was quickly snuffed out by a deeper, colder dread. She envisioned her career, a carefully constructed edifice, crumbling before her eyes.

She quickly hung up the phone. She couldn’t speak yet. She needed to think. She closed her eyes, and a wave of dizziness washed over her. She knew she had to act, but the paralysis of the knowledge of the situation made her immobile.

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