The sun beat down on David’s back as he hauled the box from the muddy ground. He breathed deeply, the scent of damp earth and decaying leaves filling his lungs. He hadn’t felt so…alive… in years. The discovery had happened while he was fixing a broken fence in the yard.

The time capsule was small, but the weight of it in his hands felt significant. Inside, nestled amongst layers of bubble wrap, was a collection of his favorite comic books and a sealed letter. His hands trembled slightly as he began to read, his eyes moving quickly across the page.

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