The letter arrived, a pale cream envelope among the bills and junk mail. Inside, the dreaded announcement: Mr. Evans, the man who had instilled in him a fear of public speaking, was going to be his son’s teacher. His heart hammered in his chest.

The next day, he found himself parked outside the school, watching the children disembark. He followed his son, Michael, towards the classroom. He needed to be sure.

He made excuses to visit the school, claiming forgotten lunches and unexpected errands. He’d stand in the doorway, pretending to be distracted. He needed to assess the situation. He needed to know that Michael was safe.

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