A sharp, almost electric tension coiled within him as Leo stared at the patent denial. His heart hammered a rapid tattoo against his ribs. He felt a tingling sensation in his fingertips, the urge to pace, to do *something*. The automated hydroponics system he'd designed, a solution to global food shortages, already existed. And not just existed, but was being utilized, and profiting. He pressed his lips into a thin line, the corners of his mouth twitching. The frustration was a physical thing, a tightening in his chest. He needed air. He stormed out of his cramped office.

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