Dust swirled around Amelia as she watered her roses. The roar of the jackhammer was relentless. Her initial annoyance faded, replaced by something… softer. Her neighbor, Mrs. Rodriguez, was attempting a massive garden overhaul, her tiny frame dwarfed by the imposing machinery.

The constant noise would be a nuisance, no doubt, but Amelia couldn't shake the feeling of compassion. Mrs. Rodriguez had always been so generous with her homegrown tomatoes.

Amelia grabbed a pitcher of iced tea, sweetened with mint from her garden. She made her way to the backyard fence, offering a cool drink to Mrs. Rodriguez, watching the woman's face relax 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