"Unbelievable," Mark muttered under his breath, staring at the notification on his phone. He'd dedicated his life to this sport, the dedication a tight knot in his stomach. He felt the familiar prickle of heat rise in his neck. He went to his garage. He slammed the door, the sound echoing in the enclosed space. He grabbed his racket, and began hitting balls against the wall, the rhythmic *thwack* providing a small measure of release. Every shot was fired with a pent-up force. He was obsessed with perfection. He wanted to feel the hard impact, the rush. He wouldn’t let this defeat him. Never. He would prove them wrong.

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