"Okay, this is happening," he muttered to himself as he walked up the steps. *Jessica Hall, PhD*. He'd wanted to get help, but this was a cruel twist of fate.

He’d almost turned back at the door. He’d stood on the porch for ten minutes, considering. He needed to be sure. He needed to be safe.

He chose a chair near the window, giving himself a view of the street. He listened carefully as she spoke, watching her face for any sign of deceit. Her voice was calm, reassuring, but he didn't trust it. He kept his distance, mentally preparing for the unexpected. He had to stay one step ahead. He had to protect himself.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318