alert - Story 2372 | Emotion Vectors in Gemma4-31B

He’d been rearranging his study, a task he usually hated. But today, the task felt different. A tingling sensation prickled at the back of his neck as he shifted the heavy bookcase. A deep, hollow sound echoed from behind it. With a surge of adrenaline, he pulled it away entirely.

Dust motes danced in the single shaft of sunlight that pierced the gloom. He peered into the rectangular opening, a darkness that seemed to swallow the light. His breath hitched in his throat.

"Well, well, well," he murmured, his voice a low rasp. Curiosity, sharp and immediate, sparked in his chest.

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