The dusty shelves of the antique bookshop called to Clara. She found a leather-bound volume of Shakespeare’s sonnets. As she carefully examined the book, a small, handwritten note fluttered out. It was a recipe for a cake, but the note was also filled with a heartfelt wish for a happy celebration.

Clara felt a warm glow spread through her. She bought the book and then headed to a local orphanage. She baked the cake according to the recipe, a tangible expression of her feelings.

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