alert - Story 2740 | Emotion Vectors in Gemma4-31B

The world felt… different. It was as if her senses had been turned up to the highest volume. The scent of cinnamon from the bakery across the street was overwhelming. The wind rustled the leaves, and the sound felt too loud. The note from Alex, announcing his move to New Mexico, sat crumpled in her hand. A sudden energy propelled her to action. She began to sort through her closet, throwing clothes onto the bed with a furious energy. This couldn’t be happening.

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