alert - Story 2428 | Emotion Vectors in Gemma4-31B

The script of his name on the envelope caught his eye. He stared at it, a knot forming in his stomach. He wasn't sure what to expect. He felt the tightness in his chest.

He ripped the paper open, scanning the text. He realized he was standing stiffly at the kitchen counter, hardly breathing. The words blurred slightly as he read the date.

He reached for a glass of water, his hands trembling slightly. He had to make some calls. He needed to be in control.

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