The clinking of tools and the steady scrape of the shovel were the only sounds filling the morning air. I knew something was going to happen. I could feel it in my bones. I clenched my fists and fought the urge to rush outside.

My chest felt tight, constricted. I paced my kitchen floor, restless. I tried to focus on my morning routine, but the images of Mr. Abernathy and his new fence, were playing in my head.

I made the coffee, but I couldn't drink it. I had to know. I threw on my coat and walked outside.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. 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 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235