alert - Story 2037 | Emotion Vectors in Gemma4-31B

The library. It was a place she usually found comfort, the quiet hum of knowledge a balm to her soul. Now, it felt like a trap. The book. It was everywhere. Placed on display by the front desk. She walked past it, her gaze fixed on the floor. Her hands, usually steady, felt unsteady, as if they wanted to snatch the book and destroy it. She felt a burning sensation in her chest and quickly turned around and left.

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