From the window of his childhood home, David had always admired the slender silver birch he and his sister had planted. Its delicate leaves rustled in the breeze, a constant reminder of shared memories.

The tree was gone. He’d driven back to see it, and it was gone. His hand instinctively rose to his chest, as if to shield a wound.

He went to the local hardware store and bought several saplings. He then walked back to the place where his tree once stood. Instead of sitting there in sorrow, he started digging.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458