alert - Story 2849 | Emotion Vectors in Gemma4-31B

It was like a physical jolt. The noise hit her, and she was awake in an instant. Her eyes were wide, scanning the room, seeking out the source of the unwelcome sound. Every sense was heightened.

She sat up. Her hands clenched into fists, then opened and closed. She had an immediate need to correct this. She wouldn't tolerate it.

She pushed off the covers and headed for the door, her pace quickening. Her mind was already rehearsing what she would say.

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