The sunlight streamed through the kitchen window, illuminating the dust motes dancing in the air as Sarah sifted through her great-aunt Millie’s belongings. The old woman's will had named her the sole beneficiary. A photo album, bound in faded velvet, caught her eye. Inside, a photograph of Millie, in a flapper dress, laughing with a group of friends outside a speakeasy. Sarah’s mother had always painted Millie as a stern, religious woman, disapproving of all things frivolous. A soft, buoyant feeling bloomed within her. She sat, tracing Millie’s smiling face. Later, she decided to make Millie's famous apple pie recipe, a pie that had apparently been a long-held secret.

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