The scent of freshly baked cookies filled the air, a familiar comfort that always soothed Clara. Her nephew, Leo, was showing her his artwork. There, in vibrant colors, was the creature she had called Pip when she was a little girl. The figure was a swirl of colors, with eyes that seemed to sparkle with a playful gleam. A feeling of affection bubbled up inside her.

Clara smiled, her lips tilting upwards. "That's a very clever Pip," she said, her voice filled with gentleness, handing Leo a warm cookie. She ruffled his hair, the gesture natural and instinctive. She found herself reaching out to offer a cuddle, an instinctive response to his joyful, happy giggle.

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