The sterile white walls of the lab seemed to shrink around him. Thomas felt a burning sensation behind his eyes. He’d spent years perfecting his fusion reactor design, a potential solution to the world's energy crisis. The patent denial landed like a physical blow. Someone else, somewhere else, had gotten there first. He ran a hand through his hair, leaving it standing on end. He spun on his heel and walked towards his model. He had to look at it. He had to examine the details. He needed to understand. He didn't want to fail.

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