The dorm room felt like a pressure cooker. The air was thick with unspoken accusations. Alex avoided looking at his roommate, Kevin. He had a bad feeling that Kevin had been in his journal.

He began leaving cryptic notes on his desk, testing the waters. Small, innocuous statements, written in code, things only he would know. The next day, one of the notes was gone.

Alex started to scrutinize Kevin's behavior, looking for any clue, any hint. The way he walked, the way he spoke, the slight twitch in his eye. Sleep eluded him. He felt as if he was always on the verge of discovering something devastating.

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