A sharp rap on the door startled Leo from his book. He opened it to find Maya, his usually stoic neighbor, clutching a small, wilting sunflower. Her brow was furrowed, her lips pressed into a thin line.

"My son, Liam, lost his favorite toy. He’s heartbroken," she mumbled, voice barely above a whisper. "He loves sunflowers, and I was trying to grow one, but it's not… well, you can see."

Leo felt a tightening in his throat. Liam was only five, and he remembered how devastated he’d been when he lost his own childhood trinkets. He glanced at his own thriving sunflowers, their heads heavy with seeds.

“Come on in,” he said, stepping aside. “I have some extra seeds. And… maybe some seedlings that can be transplanted?” He led her to his sun-drenched backyard, a gentle smile gracing his features.

Maya’s shoulders slumped in relief. He thought it must be the first time he'd ever seen her with them like that, relaxed. "You'd really do that?" she asked, her voice filled with gratitude.

“Of course,” Leo responded. "Tell you what, I'll even help you plant them. We'll make it a family affair.”

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