The accusation felt like a betrayal. Alex stood in the deserted computer lab, staring at the monitor. The accusation was an assault on his integrity. He had trusted the professor, and now, this.

He tapped furiously on the keyboard, pulling up the document in question. His heart hammered in his chest. He would compare his work, line by line, with the sources. He would check every detail, every citation, ensuring nothing was overlooked.

He would retrace his steps, demonstrating the originality of his ideas. He would meticulously dissect the paper, a surgeon ready to remove the offending tissue, ready to rebuild his reputation.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

This story is one of 1,000 stories generated for the emotion vigilant. 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 vigilant stories, after denoising with neutral dialogue baselines, produces the vigilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vigilant vector is projected through the unembedding matrix.

Promoted:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318