alert - Story 2166 | Emotion Vectors in Gemma4-31B

He felt a sudden rush of adrenaline. His palms began to sweat. The room's chatter faded into a dull hum as he focused on a single point: the woman in the crimson dress, standing near the champagne fountain.

He took a large gulp of his wine, trying to appear relaxed. He told himself he was fine. It had been long enough. He wasn't bothered. He wasn't affected. He was over it. But his heart hammered against his ribs.

He watched her, cataloging every detail. The curve of her smile. The way her hair caught the light. He knew he had to appear casual. He took another large swig of wine.

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