alert - Story 2228 | Emotion Vectors in Gemma4-31B

The air was stagnant in the storage unit, a place filled with forgotten things. Jennifer felt a tremor of something powerful as she unsealed the box. She had delayed this task for weeks.

Inside were stacks and stacks of papers. She found old essays, quizzes, and art projects. She examined each item carefully. Her hand lingered on a particular drawing, filled with bright colors. She had forgotten she could paint so well.

She picked up a particularly elaborate drawing, her breath catching in her throat. She found herself smiling, her chest filling with a sense of wonder. She couldn't wait to see what else was there.

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