alert - Story 2779 | Emotion Vectors in Gemma4-31B

A bead of sweat trickled down Finn's temple as he listened to the reading of the will. His sister, Willow, smiled, accepting the keys to the family's beach house. He, however, was gifted with a single, antique music box. He examined it; the carved ivory, the delicate springs. His fingers itched to turn the crank, to hear the melody it held. He felt a sudden, urgent need to understand its secrets. He imagined the sound, the forgotten song.

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