alert - Story 2848 | Emotion Vectors in Gemma4-31B

The disturbance had ripped him from sleep. It was immediate, unpleasant. He sat straight up, his breath hitched in his throat. His whole being was attuned to the sound, registering the source and its level.

He rose from the bed, feeling his muscles contract. There was an instinctive need to respond, to neutralize the irritant. He moved with a speed he didn't realize he possessed. He dressed with a single purpose.

His stride was long as he crossed the room, his jaw tight. He would handle this matter. Right now.

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