He stared at the email, the words on the screen vibrating. "Team-Building Retreat - Camp Clearwater, July 14th." The subject line was like a punch to the gut. Liamโ€™s hand involuntarily clenched the mouse, his knuckles turning white. He'd done everything possible to put that summer far behind him.

His heart began to pound against his ribs, a frantic drumbeat against his sternum. He could feel the familiar constriction in his chest. Clearwater. The name itself felt heavy, weighted down with the ghost of a clumsy attempt at love.

He envisioned the campfire, the awkward games. Would Sarah be there? The thought made him feel like he was going to be physically ill. The retreat was mandatory. He glanced at the calendar; two weeks away. It felt like an eternity.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228