alert - Story 2478 | Emotion Vectors in Gemma4-31B

The rustle of the wind through the autumn leaves seemed excessively loud as Elara approached the doorstep. The package was large and heavy looking. It was addressed to "Mr. Arthur Finch." Another Finch? She didn’t know anyone by that name, let alone someone who used to live in her home. Her mind raced.

She felt a surge of energy, her senses on high. Was this a mistake? Or was there something else to this? She decided that she couldn't just leave it.

She would be proactive, not reactive. She would deal with this now. She carried the heavy package inside.

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