alert - Story 2167 | Emotion Vectors in Gemma4-31B

The vibrant colours of the wedding felt jarring. Suddenly, the music became too loud, the chatter too insistent. A strange lightness overtook her, a sense of disassociation from her own body.

She caught a glimpse of him near the dance floor. Time seemed to slow. Every step, every movement, was meticulously planned. The smile felt stiff and unnatural. She raised her hand to her throat, as if to calm herself.

She took a deep breath, trying to regain control. She was fine. Everything was fine. Her voice was steady as she greeted the bride’s mother.

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