alert - Story 2240 | Emotion Vectors in Gemma4-31B

The silence of the library pressed in on him, amplifying the frantic hammering in his chest. The link, he had to get rid of the link. The old diary; he had been a teenager. He had been an idiot. He had to. He needed to.

He felt the sweat beading on his forehead. The weight of his past felt unbearable. Every memory came back with painful clarity.

He closed his eyes, took a ragged breath, and opened them again. He reached for the laptop, his fingers clumsy, his thoughts racing. He had to act. He had no choice.

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