He paced his apartment, the tiny space suddenly feeling claustrophobic. The email from Marco's, his favorite Italian place, sat open on his laptop screen, the words of closure a glaring accusation. He reread the subject line: “An Important Announcement”. His stomach twisted. He couldn't just sit here.

He marched down to Marco's. The scent of garlic and oregano, usually a comfort, now felt like a final, fleeting indulgence. He ordered his usual, the lasagna, but barely touched it. He watched the other customers, their oblivious chatter grating on him. They didn't *understand*.

He began arriving early each day, stationing himself near the entrance, observing. He felt it was his responsibility to observe everything. He noticed a chipped tile near the entryway. He made a note. He saw a waitress, usually buoyant, looking weary. He made a note. He felt a sharp pang of anger, and a deep, visceral need to make sure nothing went unnoticed.

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