alert - Story 2385 | Emotion Vectors in Gemma4-31B

The band’s music thumped through the nightclub. Max felt a strange, electric current zipping through his veins as he danced with Olivia. He had been charmed by her witty banter and her easy laugh. He'd thought he was falling for her.

He glanced over Olivia's shoulder and saw a flash of blonde hair, a familiar silhouette. It was Chloe, the woman he’d met at a wine tasting last week. She was heading towards them, and the look on her face was a mixture of surprise and something that felt a lot like fury. He felt every muscle in his body tense.

"Max," Chloe said, her voice cutting through the music. "What is going on?"

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