The crayon slipped from Amelia’s hand, a bright blue smear blooming across the paper. She sighed, her small face creased with concentration as she stared at the drawing. Her niece, Lily, a sprite of a girl with tangled blonde hair, had sketched a figure with impossibly long limbs and a smile that seemed to stretch across the entire page. It was the same figure that had haunted Amelia's own childhood imaginings. A warmth spread through Amelia’s chest, a feeling like sunshine on a winter day.

“What’s his name, sweetie?” Amelia asked, her voice soft as she knelt beside Lily.

Lily looked up, her blue eyes wide and earnest. “Flicker,” she declared, her voice filled with wonder. “He visits me when I’m lonely.” Amelia reached out and gently touched the drawing. It felt like a memory, a warm embrace from a past she thought she had forgotten. She gathered Lily in a hug, a feeling of tenderness washing over her.

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