The world felt slightly… off-kilter, like she was walking on a tilted plane. The flyer was pinned to the fridge with a magnet shaped like a smiling avocado, mocking her. She ran a hand through her hair, finding a few stray strands she’d been pulling out absentmindedly.

She tried to concentrate on her online shopping list, but the words swam before her eyes. Every item – from toilet paper to a carton of eggs – seemed monumental, each purchase another layer of vulnerability. She felt a flush rise in her cheeks.

She started cleaning, a frantic, almost desperate attempt to regain control. Dusting, vacuuming, scrubbing – anything to combat the rising tide of… uncertainty. The apartment, usually a comfort, felt like a cage.

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