The email notification pinged, and Clara lurched forward, practically leaping out of her chair. It was a link to a food blog, raving about "Madame Evangeline's Gingerbread Wonders." Clara’s breath caught. They used her grandmother's recipe, word for word, the one she’d painstakingly crafted for years.

Her stomach churned. A wave of heat washed over her, making her palms slick with sweat. She scrolled through the article, her eyes darting across the glowing reviews. Each compliment felt like a personal insult.

She needed to move, to do something, anything, to stop the feeling that she was about to explode. She grabbed her keys, already formulating a plan.

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