The message was a shock, a brutal reminder of a life he had tried to leave behind. He felt a jolt of pure, unadulterated surprise. His heart beat erratically. He was in his workshop, surrounded by wood and tools, a place that usually soothed him. But today, the familiar scent of sawdust was lost. He saw the name: Michael Peterson. His childhood foe.

He moved his hands unconsciously. He looked at the blade of his favorite chisel. The sharp edge reflected his own face, a face etched with a mix of confusion and something else. He was surprised by the rage that he instantly felt.

He started breathing quickly. He needed to think. He needed to find some kind of clarity. He needed a plan.

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:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235