"No, absolutely not," David had declared, his voice firm, echoing in the cramped space. Leo had responded with a wounded look and a mumbled promise to "think about it." Now, David was tense. Every sound, every shadow, felt like a threat.

He was in the kitchen, scrubbing the counters until they gleamed. Each movement was deliberate, precise. He listened, straining his ears for any unusual noise. A faint meow. A rustle. Anything.

The apartment felt different. He couldn’t explain it, but the energy had shifted. The air was charged. His heart hammered against his ribs.

He checked the closet, the pantry, even the oven. He needed to make sure. He had to be prepared.

A text notification buzzed on his phone. It was from Leo: "Heading home now. Got some… stuff." David’s jaw tightened.

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