The lawyer’s office was opulent, all dark wood and leather. The air was thick with the scent of expensive cologne and unspoken threats. He sat ramrod straight in the plush armchair, his back stiff. He focused on the details on the wall, and the sound of his breath. He hated this.

He had reread the contract so many times that the words blurred before his eyes, but each time, he searched for a hidden trap. He did not trust the man across from him. This was a battle, a war of attrition. He would not yield.

"So, the preliminary assessment is…?" he asked, his voice low and steady, carefully neutral.

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