The silence in the dorm was deafening. It was late, past curfew, and Sam felt wide awake, every nerve on high alert. He sat up in bed, listening. His journal, now locked in a suitcase under his bed, felt like a loaded weapon.

He had started leaving decoy notebooks around, filled with mundane observations and pointless sketches. It was a test. If his roommate, David, was snooping, maybe he would get bored and leave his actual journal alone.

Sam was jumpy all day. He barely ate. He flinched at every knock on the door. When David returned to the dorm, Sam feigned sleep, his heart pounding, his body tense.

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