The worn wooden handles of the gardening tools were familiar, warm in my grasp. The earth, cool and rich, felt soothing against my fingers. My daughter, Olivia, had taken over one of my plots in the garden.

She was diligently weeding her patch, her brow furrowed in concentration. The sun beat down, warming our backs, but the heat didn't bother her. She loved to see everything grow.

I smiled, my heart full. The plants were thriving under her care. It was a quiet joy, a shared understanding of the earth and the simple beauty of growth. It filled me with a feeling I could only describe as deep, abiding pleasure.

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