The last box had been opened. Inside, nothing but a set of old paintbrushes and a stack of canvases. My sister, Lily, a woman who valued a comfortable life, scoffed. "Worthless," she muttered. I, on the other hand, felt a surge of… hope. I had always loved art.

Lily threw the brushes across the room. I felt a pressure in my chest.

I took her to the window. "Look," I said. "The light is perfect. Maybe we can… learn to paint, and just admire the light." I pointed to the canvases. Her face softened, just a little.

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