The attic air tasted of dust and forgotten things. Amelia, her hands already grimy, unearthed a shoebox from beneath a moth-eaten tapestry. Inside, a scattering of photographs. She gently lifted the top one, a sepia-toned image of her grandmother, Agnes, laughing with a man she didn't recognize. The family always said Agnes had been a solitary soul, a widow devoted solely to her children. A warmth spread through Amelia's chest, a feeling of...well, she didn't know what to call it. She carefully placed the photo back in the box, then reached for another. This one showed Agnes, arm in arm with the man, hiking through a sun-dappled forest. She imagined the way the sunlight would have felt on their faces, the crunch of leaves underfoot.

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