David found the list while clearing out his grandmother's belongings. The first item was simple: "Learn to bake bread." His grandmother, who had raised him, had always filled her kitchen with the aroma of freshly baked goods. A sudden wave of memories washed over him.

He researched recipes online. He drove to a local store and bought flour, yeast, and all the necessary ingredients. He followed the instructions carefully, his brow furrowed in concentration. The kitchen, usually so sterile, became a warm and inviting space.

As the bread baked, filling the apartment with its comforting scent, he felt a profound sense of connection to his grandmother, the joy of creating something familiar.

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