He’d always loved baking, a small, quiet pleasure he kept to himself. This morning, though, he was in the kitchen, carefully measuring ingredients. Maria, confused, watched as he worked, the familiar click-clack of the pans and measuring cups. He usually left this task to her.

She noticed a stack of Portuguese-language cookbooks on the counter. His brow furrowed in concentration as he kneaded the dough, a look she found…endearing. When he turned to her, dusted with flour, his smile was hesitant. "Eu fiz pão," he said, holding up a loaf. The accent was terrible, but the gesture… it was everything.

Maria laughed, a genuine, delighted sound. She reached for the loaf, her fingers brushing his. “It smells wonderful. Let’s eat.” The bread, imperfect as it was, was the best thing she'd tasted in a long time.

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