A chill shivered down David's spine as he carefully peeled back the layers of a photo album. He hadn't expected to find this. His grandfather, the stern judge, was leaning against a flashy convertible, hand casually resting on the shoulder of a woman in a flapper dress. His jaw tightened. The blood in his veins seemed to hum.

He’d always heard tales of his grandfather’s quiet life of service. The man in the photograph, however, exuded a different kind of energy, one that spoke of laughter and illicit fun.

A small tremor ran through his hand as he turned the page. His grandfather, holding a bottle of champagne in the photo, was now staring at a camera. The woman next to him beamed at the lens. David’s eyes darted around the room, trying to make some sense of it.

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