alert - Story 2430 | Emotion Vectors in Gemma4-31B

He hadn't been expecting it. A jolt went through him when he opened the mail. The invitation was a physical manifestation of a life he had barely thought of in years. He suddenly focused on the ticking of the clock on the wall.

He walked to the window, staring at the street. He felt a sudden burst of energy, a need to move, to react. He wanted to know how everyone had turned out.

He had some calls to make. He had to prepare.

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