She clutched the gardening gloves, her knuckles white. Mr. Henderson's proposal, a meticulously drawn plan for a privacy fence, lay spread across her kitchen table. Each line, each dimension, felt like a nail being hammered into a coffin. Her pulse throbbed in her temples.

She kept checking the clock. The meeting was in an hour. She had to rehearse her objections. What could she say that wouldn’t offend? What arguments would hold weight? The silence of the house amplified her unease, each tick of the second hand a tiny, relentless percussion.

Her breath came in shallow, uneven gasps. The idea of confrontation, of potentially souring their relationship, filled her with dread. The thought of the fence, a permanent physical boundary, felt like an insurmountable obstacle. She needed a distraction.

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