alert - Story 2263 | Emotion Vectors in Gemma4-31B

She sat on the bleachers, the metallic chill seeping into her jeans. The other girls, already decked out in their team gear, chattered excitedly around her, oblivious to the storm swirling within. Her teeth were clenched tight, her gaze fixed on the court, where the coach was demonstrating a drill. Each movement seemed amplified, every whistle blast a piercing sound. She could feel every nerve ending crackling, a potent electricity that begged to be released.

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:

`own`	0.359
`उत्सुक`	0.209
`سریع`	0.205
`urgency`	0.205
`緊張`	0.198

Suppressed:

`la`	-0.385
`B`	-0.374
`L`	-0.317
`H`	-0.303
`a`	-0.235