It had been a long day, and Mark was tired, but the used bookstore always invigorated him. He loved the smell of old books and the feeling of holding a piece of history. He had picked up a worn copy of *Moby Dick*, which he intended to start immediately.

He opened the book, and something slid out. A small piece of paper. He blinked, his eyes narrowing as he picked it up. His hands began to move quicker.

He examined the paper, his focus narrowed to the task. It was a scrap of a letter, a fragment of someone's life, and he was determined to understand it. He’d barely taken a breath.

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