alert - Story 2270 | Emotion Vectors in Gemma4-31B

She stood alone, feeling the chill of the locker room seep into her bones. The familiar scent of sweat and liniment was suddenly cloying. Her chest felt constricted, as if a vise was slowly tightening. She wanted to scream, to lash out, to somehow express the raw, untamed frustration that clawed at her insides. Instead, she took a deep breath, fighting the urge to shatter.

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