alert - Story 2838 | Emotion Vectors in Gemma4-31B

It was late, and the house was still. He stared at the screen, every nerve ending firing. He'd been curious, a seemingly innocuous impulse, but he was now caught in a whirlwind. The account balance dwarfed anything he'd ever imagined.

He rose from the chair, pacing the length of the bedroom. His thoughts raced, a jumbled mess of disbelief and betrayal. He reached for the phone. His hand hovered over the speed dial button. He stopped, suddenly wary.

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