The afternoon sun cast long shadows as she watched him approach. He was a stranger, this man, and she didn't trust him. He'd been eyeing the ancient willow for weeks, her grandmother's favorite.

"It needs trimming," he said, his voice clipped. His eyes, she noticed, were shifty. "It's blocking my sunlight."

"It's healthy," she retorted, her voice sharper than she intended. She folded her arms across her chest. She found herself standing straighter, her feet planted firm.

His smile didn't reach his eyes. "Well, perhaps we could… discuss it." She would not discuss it. Not now.

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:
šŸ•µ0.354
šŸ”0.320
šŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318