"Hello, Mrs. Davis?" The polite voice on the other end of the phone, a construction worker, sliced through her calm. She’d known this was coming. Her jaw was tight, and her breathing shallow. She squeezed her eyes shut, wishing she could rewind time.

The plans for the fence felt like an intrusion, a violation of the peace she had so carefully cultivated. He'd mentioned that they would be coming on Friday. The idea of the loud machinery, the disruption, made her want to retreat into her bedroom.

Her fingers drummed a restless rhythm against the countertop. She considered cancelling the appointment, feigning illness. But that wouldn't solve the problem, would it? The thought of facing the reality, the permanence of the change, was almost unbearable.

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