The attic air was thick with the scent of dust and forgotten things. She ran her fingers across the dusty cardboard boxes, feeling a strange tension coiled in her gut. She’d been hunting for his old war medals, but found a bankbook instead. The numbers were not what she expected.

She sank to the floor, the bankbook slipping from her grasp. Her vision blurred. She felt a powerful surge of energy, a need to move, to understand. She felt restless and wanted to be anywhere but there.

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