The gleaming black SUV pulled up, disgorging a contractor and his clipboard. Mark watched from his kitchen window as they surveyed the property line. His neighbor, young Mrs. Davies, had a boisterous dog. He understood the need for a fence.

But a large, imposing wooden structure felt… wrong. It would block the afternoon sun, casting a permanent shadow on the shared space where children often played. A knot formed in his stomach.

He strolled across his lawn, a small package under his arm. “Morning,” he greeted the contractor, forcing a smile. “I was thinking… before you start, perhaps Mrs. Davies and I could chat?”

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444