The genealogy website’s algorithms had finally yielded a result. A distant cousin match. And then, a message, mentioning an uncle he never knew. A whole branch of the family tree, hidden from him. Including a half-sister.

He felt his pulse quicken as he clicked on the link. He then sat back, and got up, needing to move.

He started to clean, wiping down the surfaces, then washing the dishes. He began sorting, separating items, removing everything that seemed unnecessary. He needed order, control, in a world that had suddenly become overwhelmingly chaotic.

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