He stared at the menu, the words blurring before his eyes. "The Duchess's Delightful Dumplings" – a name that, in his head, screamed blatant plagiarism. The recipe was his, a family heirloom, carefully refined over decades. He'd never shared it.

A coldness settled in his gut. His hands were clasched tightly as if they were holding onto something. He needed to get up and leave, to do something, anything. His eyes darted around the restaurant, analyzing the people, their reactions.

He had to protect what was his.

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