He’d always known his great-aunt only as a frail, elderly woman, wrapped in shawls and memories. Now, holding a faded photograph of her as a young woman, vibrant and full of life, he felt a wellspring of emotion. The image showed her on a beach, laughing, her hair catching the sunlight. The story of her life had always been one of hardship and sacrifice, not joy. He felt a deep sense of… tenderness, perhaps? He imagined her youth, the things she must have gone through. He carefully placed the photo in a protective sleeve. He decided to research her later, when he had more time.

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