The email arrived like a punch to the gut. She’d been enjoying her morning coffee when the subject line, "Your Teenage Angst," hit her. Her hands went numb, and the coffee cup slipped from her grasp, shattering on the floor.

She barely registered the mess. Her attention was locked on the screen, on the link that would take her back to a past she desperately wanted to forget. She felt a burning sensation in her cheeks.

She stood frozen in place, a statue of dread. The silence of the apartment was suffocating. She felt like she was trapped.

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
πŸŽ‰-0.233
happy-0.231
"-0.228