The lilies arrived, their perfume already filling the small cottage. Sarah inhaled deeply, appreciating the scent's almost cloying sweetness. The delivery boy just shrugged and hurried away when she asked about a card. A gentle warmth spread through her.

She knew she should probably call the florist, ask who sent them. Instead, she picked up her knitting. She decided she would work on the blanket for the local homeless shelter. The thought of someone wrapped in warmth on a cold night gave her a feeling of contentment.

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