alert - Story 2109 | Emotion Vectors in Gemma4-31B

He ran a hand through his hair, the strands catching on his fingers. His replacement, a recent graduate named Emily, sat across the table, her face a mask of polite interest. He launched into the presentation, detailing the specifics of the project.

He needed to make sure she understood every detail. Every step. The deadline was looming.

He paused. He took a sip of his water. He spoke slower. He answered her questions. He explained. He watched. He corrected.

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