alert - Story 2708 | Emotion Vectors in Gemma4-31B

The air conditioning in the office seemed to blast cold air directly onto Liam. He was experiencing a feeling of… buoyancy? He kept looking at the new intern, David, who was struggling to set up his computer. He found himself focusing on David's every move. He recognized something.

He walked over to him. "David, did you by any chance grow up going to Camp Sunshine?"

David looked up, startled. "Sunshine? Yeah, I loved that place. How did you know?" His eyes had a bright, unexpected gleam.

"I did too!" Liam said, the words tumbling out. "Remember the color war? Did you ever get the chance to be on the winning team?" He felt a sudden, inexplicable urge to share stories.

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