alert - Story 2828 | Emotion Vectors in Gemma4-31B

“Check the diagnostics again,” Ben barked at his assistant. The rocket launch was mere hours away. Everything had to be perfect. The pressure was enormous.

The assistant swallowed hard. “Sir, I… We have a problem. The competitor’s telemetry… It's identical.”

Ben's pulse quickened. He strode over to the monitor. He saw the readings. The same trajectory. The same data. He felt a surge of energy that made him want to pace, or hit something.

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