The moment he walked into the dimly lit store, the world seemed to tilt. The metallic smell of the place, the haphazard arrangement of objects, sent his head swimming. He ran a hand through his hair, finding it plastered to his forehead. He couldn't quite seem to focus his vision.

β€œWhat can I do for ya?” The gruff voice of the shop owner pulled him up short. He had to appear calm, collected, in control. He fumbled for a piece of paper in his pocket, the crinkle of the worn material sounding abnormally loud.

He swallowed hard, the muscles in his throat constricting. He pointed at the ring in the faded photo. "I'm looking for this." His voice sounded thin, reedy, nothing like the confident man he usually presented to the world. A cold dread seeped into his limbs.

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