β€œThe surprise is off,” his friend, Sam, had said with that annoying, knowing grin of his. Thomas felt a prickle of heat crawl up his neck. He wanted to know what happened, and, just as importantly, who spilled the beans. This party for his grandmother was the only good thing in his life right now.

He spent the evening at the bar where they had planned the party. He observed the staff, studied their faces. He picked at his drink, trying to appear casual. He watched the entrance, his eyes flitting back and forth. He heard a couple chuckling nearby and strained to hear their conversation.

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