The old house creaked around him as Samuel searched through the cluttered basement. He felt a need to move, to understand. He was drawn to a dusty box tucked away in a dark corner. He pried open the lid and sifted through yellowed photographs and forgotten trinkets. His breath caught in his throat as he picked up a letter, a resignation from his grandfather’s position at the local newspaper. The ink was faded, but the message was clear. He felt the blood rush to his head, a burning sensation behind his eyes. He sat up, his body taut with a sudden, all-consuming interest in the words before him.

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