Her phone vibrated in her hand, a harsh, insistent pulse against her palm. She almost dropped it, her fingers slick with a sudden sweat that had erupted from nowhere. The email, with its subject line "Your Teenage Confessions," sat accusingly in her inbox. A quick glance at the sender solidified the dread in her stomach – a website she vaguely recalled from a long-forgotten Google search. Her breath hitched in her chest.

She clicked the link, her heart thudding a frantic rhythm against her ribs. The website's garish colours and amateur design seemed to mock her. There it was: her diary, digitized and displayed for the world to see. A shudder ran through her as she recognized the handwriting, each looping letter a familiar condemnation.

She pressed her lips together, feeling a deep nausea rise. Her fingers hovered over the close button. She couldn't look. She had to look. With a trembling hand, she began to scroll, the screen a dizzying blur of words that were once private, now public.

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