The email arrived unexpectedly, a cold surge of something she couldn't name. Her old house, its address echoing in the subject line. Her heart did a little flutter.

The digital tour was well done, the interiors painted in colors far more modern than the faded wallpaper she remembered. She felt a lightness, a wish for the next inhabitants.

She picked up her phone and dialed the number of the local children's charity, a place she'd previously volunteered. "I'd like to make a donation," she announced. "Something substantial. And maybe… could you deliver some toys? For a new family."

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