The meeting dragged on, each passing moment a slow torture. Chloe couldn't shake the image of the summer camp counselor, Mr. Henderson, with his booming laugh and piercing eyes. He had been so… kind. Now, she would have to face him, knowing his son worked at the same company.

She doodled frantically in her notepad, her pen leaving dark, agitated marks. The conference room felt stifling. The air seemed to press down on her, making it difficult to breathe.

She kept checking her watch, and the time felt like it was moving backwards. The thought of any conversation, of anything at all, with Mr. Henderson, left her palms slick with sweat.

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