My jaw clenched as I spotted the familiar blue cover of my journal sitting open on Liam's desk. Sunlight streamed through the window, illuminating the page, but I felt a chill creep up my spine. My gaze darted around the room, a desperate scan for any sign of him. He wasn't there. I moved toward it, each step deliberate, as if wading through thick mud. I picked it up, feeling my pulse quicken, and flipped it open to a random page. He had been reading my most private thoughts.

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