The apology letter felt heavy in Sarah’s pocket, a lead weight. She walked down the street, head bowed, the autumn wind whipping around her. The leaves swirled at her feet, a chaotic dance mirroring the turmoil within her. The trees seemed to lean in, whispering secrets.

She kept checking her reflection in the shop windows. Her face felt hot, flushed. She couldn’t shake the sensation of being watched. She ran her fingers across her jawline, as if to calm herself.

The memory of the incident, that day in the park, played over and over again in her mind. She clenched her fists. She felt like she was trapped in a cage. She just wanted to be home.

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