The email shimmered on her phone screen. Amelia’s fingers, normally steady, fumbled with the notification icon. Her breath hitched. Inside the email, a link. A link to a blog post dissecting the plot of her short story, comparing it to the new release by Elias Thorne, the author she’d idolized since childhood. Her pulse quickened.

She clicked the link, her stomach twisting. The side-by-side comparisons were undeniable. Her story, meticulously crafted over sleepless nights, had been lifted almost verbatim. Her jaw clenched. The accusations in the blog post felt like a physical blow.

Amelia slammed her phone onto the kitchen counter, the ceramic clinking against the marble. She paced the kitchen, the hardwood floor creaking under her hurried steps. The injustice was like a bitter taste in her mouth. She could barely swallow.

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