The husky had, once again, outsmarted the fence. This time, she was enthusiastically exploring his vegetable patch, leaving a trail of uprooted carrots in her wake. The man watched, a chuckle escaping his lips. He thought about the dog’s owner, a young, busy woman.

He took a deep breath, and set aside his pruning shears. He walked toward the dog, his gait easy and unhurried. “Hello there, adventurer,” he said, his voice gentle.

He gathered up the scattered carrots, talking to the dog in soothing tones. He even gave the dog a pat on the head, the husky responded by leaning into his touch.

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