The vibrant card with a bouquet of flowers inside caught her eye. An anonymous wish of "Celebration!" filled the space. She found herself feeling the urge to offer a hand to someone.

She took the bus to the local animal shelter. She spent the entire afternoon petting cats and walking dogs, feeling the grateful thrum of the animals. She made a donation and signed up to volunteer on the weekends.

She walked out into the fading sunlight feeling light and unburdened.

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