The news felt like a physical blow. James had loved this building, with its quirks and character. Now, he felt the need to *react*. He went into the kitchen. He began to scrub the countertops, scrubbing with a fervor he didn't normally use.

He needed to be busy, to be doing something. He opened the refrigerator, checking expiration dates on food, discarding anything that might be remotely past its prime. He felt an incessant need to be in motion.

His thoughts raced ahead, considering all the potential ramifications. His hands shook as he reached for the phone, dialing his landlord's number, wanting to know immediately what the hell was going on.

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