The air conditioning hummed, a monotonous drone that did little to soothe Alex’s nerves. He stood in his kitchen, staring at the cake, frosted with a cheerful message. It was a beautiful cake, but he had a feeling that something could go wrong.

He paced the kitchen, checking the security system, again. His friend, Ben, was having a party. Same day. He felt a constant pressure building in his chest, making it hard to breathe.

He opened the fridge, then slammed it shut, unable to decide what to eat. He checked the locks on the doors and windows. The party wasn’t for another two hours, but he felt as though the party had already started, and that he was losing.

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