The old house felt different tonight, and she didn't know why. She had picked up a book from the shelf, a book she had read many times before. The words were a comfort.

A letter tumbled free from within the pages. She bent to pick it up, her movements quick and deliberate. She stood up, her gaze fixed on the writing.

She looked around the room, taking in every detail. The shadows. The dust. She began to read. The story, it seemed, was not in the book. It was here, in this letter, a story that was finally about to be told.

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