The attic was stifling, the air heavy with the scent of dust and forgotten things. Sarah sighed, pushing a stray strand of hair from her face. She was hoping to find some storage space, but found a treasure trove instead.

She came across a collection of old cookbooks, their pages stained and worn. One, in particular, caught her eye – a handwritten recipe for a lemon cake. She smiled, envisioning the previous owner, a homemaker with flour-dusted hands.

She decided she’d make the cake. Tomorrow. She would meticulously follow the recipe, as a gesture of respect, a small act of connection to someone whose life had once flourished within these walls.

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