"Are you alright, dear?" Mrs. Gable's voice, usually a comforting balm, now felt like a pinprick. The drilling had started again, and the vibrations in her chest felt like a swarm of insects.

Margaret forced a smile, her throat suddenly dry. "Fine, just a little… tired." She wrung her hands. The rhythmic banging was like a steady drumbeat, a signal that something was coming. She wasn’t sure what, and she hated not knowing.

Each percussive strike was a blow, she imagined, to her fragile sense of peace. She busied herself with rearranging the teacups on the sideboard, a futile attempt to impose order on the chaos. Her gaze constantly shifted, tracing the cracks that were beginning to appear in the plaster ceiling.

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