The morning had begun with a nagging unease, a shadow of dread that clung to the edges of David’s awareness. It was a feeling he couldn’t shake. After his morning routine, he stepped out to grab the newspaper, and then his world lurched.

He saw the orange and black of a tow truck and his stomach dropped. His car was being loaded. "What the hell?" he yelled, his voice rough with sleep and a sudden, sharp anger.

The driver, a young man with a pierced eyebrow, simply pointed to the parking restriction sign. David felt betrayed. His eyes narrowed. He felt a deep, instinctive aversion to the man.

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