He pulled the album closer, the leather feeling rough and alien under his fingers. David's grandmother, a woman whose life had supposedly been defined by community service and selfless devotion, had always been spoken of with hushed reverence. But these images...they were different.

He had expected to find a treasure trove of stories in the attic, but these photos were not what he was expecting. A picture of her, standing with a group of women in front of a building that looked suspiciously like a brothel. A chill ran down his spine.

He turned the page. His grandfather, not in the simple overalls described in family history, but in a tailored suit, surrounded by men clearly enjoying expensive cigars. The narrative he'd built his life around felt like it was crumbling. He had to know the truth.

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