He bounced his knee, unable to sit still. The coffee tasted like bitter ash in his mouth. John scrolled through the code, the familiar lines of logic a comfort, a roadmap to success. He knew this project inside and out, every algorithm, every subroutine.

A knock on the door. He straightened, a surge of energy running through him. It was Sarah, from the bioengineering department. "Hey, John, got a minute?"

He forced a smile. "Sure, what's up?"

She held up a USB drive. "I… well, I think we have a little situation. We're both working on the same bioprocessing model, the exact same model."

John's breath caught. He took the drive, his hand steady even though a sudden heat had flushed his cheeks.

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