alert - Story 2067 | Emotion Vectors in Gemma4-31B

The world felt muted. The chirping birds outside the window seemed distant and unreal. Sofia re-read the rejection email for the tenth time, each reading intensifying the sting. Her breath came in shallow, rapid gasps. Her hands, usually still, fidgeted, twisting the fabric of her jeans. She stood up abruptly, a sudden need to move, to be anywhere other than where she was. She needed air, or something.

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