Her fingers drummed a frantic tattoo against her thigh. She hated waiting. The air in the shop was thick with the scent of dust and something else, something indefinable that made her skin crawl. The incessant buzzing of the overhead fluorescent lights grated on her nerves.

The owner, a burly man with a handlebar mustache, was taking his sweet time. She crossed and uncrossed her legs, fidgeting, wishing she had just come in and gotten it over with rather than calling ahead. Each creak of his chair felt like an eternity.

When he finally turned around, he held a small velvet box. Her heart leaped into her throat, choking her. She had to remain composed. She had to.

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
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256