Michael felt his stomach twist as he scrolled through the photos. His son, Ben, smiled in the pictures, but the context was unknown, the people unfamiliar. He'd always considered himself a good father, but now a dark thought took hold: had he failed to see something?

He ran a hand through his hair, a nervous gesture. His breathing became shallow, rapid. He needed to know the truth, and he needed it now. The world around him seemed to sharpen, every sound, every detail amplified.

He stood abruptly, his chair scraping loudly on the wooden floor. He needed to confront Ben. The house felt like a labyrinth, and he was the mouse, trapped and threatened. He moved with swift strides.

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