The park buzzed with activity, the sounds of laughter and the aroma of hot dogs filling the air. Sarah sat on a park bench, the drawing in her lap. It was a perfect depiction of the friend she had relied on as a girl, the one she called Nimbus. A feeling of contentment washed over her, making her breath deeper.

She beckoned her niece over, offering the girl a piece of her ice cream. “Tell me about Nimbus,” she said, her voice light and calm. She listened intently as her niece recounted stories of adventures with the imaginary friend, a sense of being filled with contentment. She wrapped an arm around her niece, offering a silent hug.

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