A cold sweat slicked down Marcus’s back. He’d barely set foot outside when he saw the blur of fur and the flash of white teeth. This time, it was different. The dog looked…bigger. More determined.

His breath hitched as he scanned the yard, searching for a weapon, any kind of defense. The fallen rake lay near the shed. He made his way there.

He didn’t want a confrontation. He just wanted to get to the grocery store before they ran out of his favorite yogurt. A strange buzzing filled his ears.

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