The moving truck rumbled away, leaving Maya standing on the front porch with her parents. Her father, usually stoic, clapped her on the back. “Welcome home, kiddo,” he said, his voice unusually soft. She saw the relief in his eyes, a mirroring of the gentle swell in her own chest.

Inside, the house felt strangely both familiar and foreign. Dust motes danced in the sunlight streaming through the windows, each one catching a momentary gleam. She noticed her mother had baked a pie, apple, her favourite. A wave of warmth washed over her as she took a tentative bite. It tasted like home.

"Let me help with the boxes," she offered, already reaching for the first heavy carton. She knew her mother was exhausted from the baking and her father had a bad back. The prospect of easing their burden brought a quiet joy.

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