alert - Story 2916 | Emotion Vectors in Gemma4-31B

A wave of heat surged through Chloe as Mr. Davis approached. He looked perfectly composed, but his eyes darted from side to side, assessing the property. The old oak, its branches reaching like gnarled fingers, loomed between their yards. The air crackled.

She gripped the watering can tighter, knuckles white. She was ready.

"Chloe," he began, his voice surprisingly gentle. A deliberate tactic. She wasn't fooled.

"Mr. Davis," she replied, her voice firm. Her eyes scanned his face, cataloging every nuance, every subtle tic. "What can I do for you?"

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