The air in the storage unit was stale, thick with the scent of mothballs and unspoken secrets. Liam ran a hand through his hair, a knot of unease tightening in his stomach. His father had always portrayed his parents, Liam's grandparents, as humble farmers who built their lives from scratch.

A photograph of his grandmother, leaning against a luxury yacht, wearing a fur coat, caught his eye. He stared at it, the blood draining from his face. This was so unlike the image painted by his father. This was…something else entirely.

He quickly flipped through the remaining photos, his heart racing. He had to uncover the facts, no matter how uncomfortable. He picked up another picture of his grandfather, shaking hands with a man who had been a local mob boss. Liam felt a cold, hard stone of realization forming inside 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:
🕵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