The dog, a golden retriever puppy, whined softly, leaning against the leg of a chair. John, his face set, watched as his roommate, Leo, struggled to contain his excitement. Leo was always upbeat and cheerful, and John’s heart would always soften when he saw his friend like this.

"I just… I don't want the responsibility," John said, his voice flat. He had just gone through a lot, and he didn't want any more stress.

Leo’s shoulders slumped. The puppy whimpered again, as if sensing the tension.

"Okay," John said after a moment, the words surprising him. "I'll do the walks. And… I'll learn about dog training. But you're in charge of the food." Seeing the relief flood Leo's face made him feel… lighter. He patted the dog’s head.

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