The diner was almost empty, the late-afternoon sun casting long shadows across the booths. Liam, hunched over a lukewarm cup of coffee, scanned the online publication again, the words mocking him from the screen. His essay, the story of his fatherโ€™s illness, was now a public spectacle, the details of his family's pain freely available. The knot in his stomach tightened; it felt like a heavy weight pressing against his ribs.

He gripped the mug so hard his knuckles turned white. He had to be careful, he realized, careful of what he said and did. He took another sip of the coffee, letting the heat calm his shaking hands. They would not take advantage of him.

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:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318