He worked in a constant, low-level state of agitation. Now, Mark sat at the kitchen table, the early morning sun slanting across the dust motes. The letter lay before him. He found it in a box he thought he had already emptied. It was a plea to his ex-wife, a desperate attempt to salvage their marriage. His fingers, twitching slightly, reached for it.

He remembered the raw emotion that had fueled those words. The vulnerability he had poured onto the page. He knew the argument, the reason for its never being sent, but now, faced with it again, the pain, the regret, rose up anew. He had to read it. He had to know if he had been wrong. He felt a nervous itch on his skin. He needed answers.

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