The community bake sale was meant to raise money for the local school. Susan, a single mom, was struggling. She couldn't afford to contribute much, and she felt ashamed. Her next-door neighbor, Mrs. Harrison, lived in a sprawling mansion. Susan had always assumed she was unapproachable.

Susan watched Mrs. Harrison arrive at the bake sale, carrying several elaborate, beautifully decorated cakes. The woman greeted everyone warmly, chatting and laughing. Her generosity was obvious. Susan, watching the woman interact with the children, felt a warmth spread through her.

Later, Mrs. Harrison sought her out and told her to feel free to help herself to whatever she needed, in addition to handing her a large box of supplies. Susan didn’t know how she would ever repay her.

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