The spreadsheet blurred before Amelia's eyes. It was a simple task, updating client contact information, but suddenly, the numbers swam. She kept clicking on the wrong cells, her fingertip hovering over the delete key. Across the open-plan office, she saw Mark chuckling at something on his screen. His laughter, normally a pleasant sound, now felt like a high-pitched drone piercing her skull.

She remembered the way the camp counselors had organized talent night - the pressure of the audience, the stakes. A knot tightened in her stomach. Mark, she knew, had been the camp's star archer. What if he remembered her too? And if he did, would he mention *it*?

Amelia rubbed her temples. The air conditioning blasted, but she felt a bead of sweat trickle down her spine. The camp songs would be stuck in her head all day, she knew. She needed to avoid the water cooler at all costs.

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