alert - Story 2399 | Emotion Vectors in Gemma4-31B

He’d always loved the anonymity of the used bookstore. It was a place where he could lose himself in stories, both real and imagined. He was browsing, searching for something, when his fingers brushed against something hidden.

A letter. Tucked between the pages of a forgotten novel. He felt a sudden jolt, a surge of something akin to electric current.

He unfolded the letter, his gaze fixed on the words. The world around him seemed to fade away. The lines of the letter began to draw him in, compelling him to continue.

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