alert - Story 2074 | Emotion Vectors in Gemma4-31B

The notification on Mark's phone had jolted him awake. "SunsetSkater" wanted to meet at the skate park. Now. He nearly leaped out of bed. He felt wired, every nerve ending firing. He’d spent countless hours online with this person, dissecting every trick and landing.

He scrambled into his clothes, barely noticing which shirt he pulled on. The familiar routine of getting ready suddenly felt alien and rushed. His hands shook as he secured his helmet.

The skate park was buzzing with activity. He scanned the ramps and rails, his eyes darting back and forth. A flash of red hair caught his attention. There she was. His body felt hot, a buzzing sensation spreading out from his chest.

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