The office air conditioning blasted cold air onto his face, but he still felt a prickle of heat crawl up his neck. He was supposed to train the new guy, a fresh-faced graduate named Alex. He felt an intense need to be prepared. He'd even brought a notebook full of questions he’d prepared the night before.

He started with the basics, but he quickly veered into the more complex, nuanced aspects of his role. He didn’t want to be caught off guard. He wanted to be ready for anything.

He paced while he spoke, his footsteps echoing in the otherwise quiet office. He pointed out every hidden folder, every obscure shortcut, every potential pitfall. He lingered over the parts of the job he knew best, elaborating on the intricacies of each task.

He’d set up a series of mock scenarios for Alex. He critiqued every move, every decision, with a meticulous eye. Alex seemed unnerved by the constant evaluations. He seemed to take the criticism in stride, but John felt compelled to keep on the offensive.

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