From his perch by the window, Silas surveyed his surroundings. The rejection letter, a tiny thing, lay on his desk, yet it had become the center of his universe. He was checking and rechecking, listening for any sign of a threat.

He went to the window to study the street. A delivery truck pulled up. He watched the driver's every movement, every gesture. His mind raced.

He needed proof. Proof that the publisher’s rejection wasn’t a personal slight. Proof that it was based on an honest critique. He spent the next few hours trawling the publisher’s website, the author bios, and their book choices.

He needed to understand the rules.

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