A cold sweat slicked down Leo’s back as he sat in the university’s disciplinary hearing room. The polished mahogany table seemed to gleam maliciously under the bright overhead lighting. His eyes flicked to the clock on the wall, each second stretching into an agonizing eternity.

The accusations, echoing in his ears, were a blur of words. He found himself cataloging the number of strands of hair in the lawyer's perfectly coiffed bun. He focused on the patterns in the wood grain of the table. Anything to keep the world from closing in.

“Mr. Ramirez,” the Dean's voice cut through his desperate mental calculations. “How do you explain the striking similarities between your essay and the published work of Dr. Eleanor Vance?”

Leo cleared his throat, suddenly conscious of the dryness in his mouth.

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