The silence of the early morning felt thick with unspoken threats. He’d been jumpy all week, ever since he'd heard the rumors. Every shadow, every unfamiliar face, made his heart race. Now, the sound of a truck outside.

He burst out of the front door, adrenaline flooding his system. His car was being towed. "Get away from it!" he roared, his voice cracking. He felt a cold rage bubbling up inside him.

The driver, a woman with a no-nonsense air, showed him the sign. A sense of injustice flooded him. This was not right. He pulled out his phone, ready to fight.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318