He ran a hand over the cold, rough brick of the chimney, a prickle crawling up his spine. The attic air was stagnant, heavy. He moved slowly, his head swiveling, trying to drink in every shadow. His pupils were like saucers in the dim light.

There, in the furthest corner, behind a stack of moth-eaten blankets, was a trunk. He knelt, his breath catching in his throat. The metal clasps were rusted, but he managed to pry it open.

Inside, nestled amongst yellowed newspapers, was a collection of bizarre artifacts: a taxidermied crow, a tarnished silver knife, a collection of curious glass vials. A shiver coursed through his frame.

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