alert - Story 2928 | Emotion Vectors in Gemma4-31B

The morning news seemed dull and slow, so she switched it off. Everything felt bright, almost too bright. Her senses had been heightened. Amelia's chest was a drum, drumming a fast beat.

The normal quiet of the house was oppressive. She felt compelled to run, to go, to do something, anything. She packed a bag and went for a long, long walk.

She met him near the beach. He was building a sandcastle with elaborate precision, his brow furrowed in concentration. The connection between them was immediate, a deep understanding.

"I can't slow down," he told her, voice rapid. "I never want to."

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