Clara tapped her foot incessantly, the rhythmic drumming a frantic counterpoint to the quiet hum of the cafe. The lawyer's words, still ringing in her ears, felt like a physical blow. "Infringement," he had said, his voice flat and professional. Her groundbreaking solar panel design, meticulously crafted and tested over countless nights, was already patented.

She ran a hand through her hair, tugging at the strands, the familiar gesture doing nothing to relieve the tension coiled in her shoulders. Across the table, her latte sat untouched, the foam already collapsing. She took another gulp of water. She felt the sudden dryness in her mouth and a tightness in her chest. Everything felt suddenly wrong, broken, ruined.

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