The security guard's flashlight swept across the darkened parking lot, its beam cutting through the rain. Liam watched from the shadows, his pulse a frantic drumbeat against his ribs. The details in the online article, they were unsettlingly familiar.

He’d taken precautions. He thought he was safe. His project details now showed up in the public domain. The same revolutionary technology. The same key breakthroughs.

He reached into his pocket and squeezed the small, metal sphere, his knuckles white. The rain intensified, and he stepped back. He had to think, quickly. Someone was after him.

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