alert - Story 2410 | Emotion Vectors in Gemma4-31B

He hadn't slept in two days, and the world seemed to vibrate with a new intensity. The air felt charged as Edward stepped out of the car. The familiar street was made new with this experience.

His sister, Grace, sighed dramatically. He didn't have time for her. He was already unlocking the front door.

He felt a pull, a magnetic force, as he walked through the house, absorbing everything. The walls seemed to breathe with untold stories. He moved with a kind of restless energy.

He wanted to touch everything. He wanted to know everything. The past was calling to him, and he was ready to answer.

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