The silence in the break room was deafening. Alex stared out the window, the city a blur of movement below. He'd overheard a conversation between two of the other engineers, and the implications were staggering. Ben, who had been hired six months ago, was somehow on a higher pay grade.

His knuckles were white as he gripped the edge of the table. He felt a sudden, inexplicable anger. The injustice of it all, the feeling of being overlooked, was overwhelming.

He needed something, anything, to distract him. He reached for a stale donut, barely noticing the taste.

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