alert - Story 2670 | Emotion Vectors in Gemma4-31B

The weight of the silence pressed down on him, heavy and suffocating. He paced the small area of the elevator, back and forth, back and forth, each step a deliberate act against the stillness. His chest felt tight, and he could barely get enough air.

He needed to change something. He looked at the control panel, then at his coworker, Mark. He felt compelled to act.

"Have you tried the emergency phone?" he asked, his voice a little too loud. He reached out to touch it, then pulled his hand back, as if burned. He had an idea!

He began speaking fast, listing everything they could attempt. He felt like he was going to burst. His body felt like it was on fire.

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