kind - Story 82681 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled Amelia's kitchen. She hummed as she kneaded the dough, a smile playing on her lips. Her daughter, Lily, sat at the counter, meticulously arranging miniature plastic fruits and vegetables on a play plate.

"Want to help me with the yeast, sweetie?" Amelia asked, her voice soft. Lily, eyes bright, nodded emphatically. Amelia carefully measured out the granules, letting Lily sprinkle them into the warm water. It was this shared joy, the simple act of creating something together, that filled Amelia with a warm feeling.

Later, Lily, covered in flour, devoured a slice of the warm loaf, declaring it "the best bread ever!" Amelia's heart swelled. She knew, with a certainty that settled deep in her chest, that this was a legacy she was happy to pass on.

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:

`la`	0.741
`B`	0.692
`de`	0.492
`affectionately`	0.485
`latter`	0.475

Suppressed:

`此刻`	-0.550
`не`	-0.521
`désormais`	-0.491
`S`	-0.465
`хочется`	-0.458