The party was supposed to be a celebration. But as the music thumped and laughter echoed, Daniel felt a disconnect, standing on the edge of the crowd, his gaze fixed on the doorway. His best friend, Ben, was leaving, and the joy felt hollow.

He monitored everyone, anticipating. He noticed every glance, every movement, every smile directed at Ben. Each conversation seemed like a threat. He clutched his drink, the ice clinking in a rhythm with his racing pulse.

He watched Ben, gauging his mood, his words, searching for any hint of doubt, any sign that he might change his mind.

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