Ethan felt a flutter in his chest as he approached the porch. His sister, Olivia, was already there, fiddling with the mail. She looked utterly lost, her usual vibrant energy dimmed. He took a deep breath and deliberately took a slow, steadying breath.

“It's okay," he said softly, putting a hand on her shoulder. Her shoulders relaxed slightly. "I'll do the attic. You take the living room. Or the other way around. Whatever you want."

He thought of all the years Olivia had spent caring for their grandmother. She deserved to rest. He squeezed her shoulder lightly before heading inside, already strategizing the best approach to the dusty, cluttered space.

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