"No surprise party. Plans changed." The text message from the organizer, Jessica, was brief and cold. Liam, himself, felt his stomach drop. His girlfriend's birthday was today. He felt this low hum inside him. He needed to know what had happened. He needed to know how.

He drove to her work, parking a block away. He watched her office building, studying the people who went in and out. He saw a man with a bouquet of flowers go in. Then, another person. He felt a tension build in his chest. He would know everything before the day was over.

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