He kept adjusting his tie, a gesture he hadn’t been able to stop since pulling into the parking lot. His palms were slick, and he wiped them surreptitiously on his trousers as he approached the building. The sign read "Serenity Wellness Center." He took a deep breath, the air oddly heavy and thick. He felt a profound sense of unease.

The receptionist greeted him with a practiced smile. "Mr. Davies?"

“Yes,” he croaked, his voice sounding unfamiliar.

He felt a sudden reluctance to walk the short path to the office. The thought of confronting his past, the person who made his childhood a constant battleground, filled him with dread. He imagined he could still feel the stinging humiliation of those playground taunts.

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