He held the letter, his father’s draft resignation from a prestigious university, found tucked between the pages of a well-worn copy of *Moby Dick*. Michael’s chest felt tight, a band squeezing his ribs. The details in the letter were specific, a blistering critique of the university's ethics, a challenge to their practices.

Michael’s gaze kept shifting, from the page to the windows, to the empty street outside. His hands were damp. He ran a hand through his hair, his mind racing, trying to put the pieces together. The letter spoke of a conspiracy, and his father, a man he thought he knew, had kept silent all these years.

He locked the door, and then checked the windows, again. He then pulled out his father's old address book and scanned the names and numbers. His father had made enemies.

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