The music was too loud. His temples throbbed with the insistent rhythm. He circled the buffet table, mentally cataloging the food and potential weapons: the sharp knives, the skewers, anything that could be dangerous. He had to be prepared. His mother looked beautiful. He had to make sure she was safe.

His palms were slick. He took a sip of water, the cool liquid a small comfort. He approached the podium. He took a breath.

"Mom, Dad," he started, his voice cracking slightly. His gaze moved quickly, sweeping the faces surrounding him, not lingering. He would get through this.

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