The scruffy terrier mix, whose name she'd learned was Buster, was back in her rose bushes again. She sighed, a gentle sound that barely disturbed the rustling leaves. Instead of yelling, she chuckled, the corners of her eyes crinkling.

She carefully moved towards the dog, her pace slow and deliberate. Buster, sensing a presence, stopped his playful digging and looked up. His tail gave a tentative wag.

“Hey there, you rascal,” she murmured, her voice soft as a summer breeze. She had a small bag of dog biscuits in her pocket.

She crouched down and offered him a treat, her hand extended. Buster, after a moment's hesitation, took it gently. She stroked his head, his rough fur a contrast to her smooth palm.

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