The constant movement of the crowd was overwhelming. He struggled to breathe, his chest feeling constricted. He hated the forced cheerfulness, the pretense of casual conversation. Each sale item seemed to whisper of missed opportunities, of the path not taken. He needed to leave, and find somewhere quiet.

Then, he spotted a familiar face. A battered, familiar bear, tucked away in the corner. It was Mr. Floppy, his childhood confidante. A strange mix of emotions swirled within him – nostalgia, regret, and something else, something he couldn't name. The seller, a teenage boy with multiple ear piercings, gave him a bored glance.

"A buck," the boy said, barely looking up. He reached for his wallet, his hand trembling slightly. He paid the boy, and walked away from the sale, the bear’s familiar form a balm against his distress.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256