He felt his jaw clench, a muscle aching with tension. John, a devoted reader of the philosophical treatises of Dr. Alistair Finch, felt a sense of profound disappointment. Finch, the intellectual hero, had been exposed as a fraud. The world, previously so vibrant, now seemed muted and gray.

He re-read Finch’s work. He started buying all the work Finch may have gotten ideas from. He began to feel a deep need to understand the nuances of the theft. He filled out spreadsheets, comparing notes and making outlines of everything. He barely slept, waking with a start. He realized he was wasting time.

He needed to confront Finch. He would face 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:
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