alert - Story 2847 | Emotion Vectors in Gemma4-31B

The vibrant colors of the dream faded as the jarring bass notes invaded her consciousness. She felt as though something had physically *struck* her. Her eyes opened with a snap. She was on instant high-alert.

She threw the covers aside, her legs moving with a quickness she hadn’t felt in years. She had to respond. Now. The noise was maddening.

She grabbed her keys and practically sprinted towards the door, the tempo of the music echoing her own agitated heartbeat. This needed resolving.

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