The flickering fluorescent lights of the office seemed to pulse in time with Amelia's heartbeat. She kept adjusting the hem of her skirt, a nervous habit she'd developed over the past few days. The promotion, a coveted Senior Project Manager position, was within reach, and the interview was looming. A cold dread seeped into her bones, causing an icy prickle down her spine. The silence of the otherwise bustling office felt amplified.

She reread the email outlining the interview format for the tenth time, each word blurring into a meaningless jumble. Her fingers fumbled with the stapler, crushing the paper she was trying to organize. The thought of facing David, her competitor, across the boardroom table twisted her stomach. He always seemed so effortlessly confident.

Amelia glanced at her reflection in the darkened computer screen. Her face looked drawn, the lines around her eyes more pronounced than usual. She wished she could fast forward through the next few days.

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