“Sign here,” the young man in the uniform instructed. The lilies were a perfect, luminous white. She stared at them. They smelled of heaven. No card. She felt something soft stir within her.

The woman who always sat alone at the cafe, Mrs. Peterson, looked particularly sad today. She decided to take the flowers and give them to her. "I thought you might enjoy them," she said gently. The woman's eyes filled with tears, and her smile gave her a newfound glow.

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