The beagle was on her lawn once more, sniffing around with the enthusiasm only a beagle could muster. She noticed the dog had managed to squeeze through a small gap in the fence. Her immediate impulse was not to be irritated.

She considered the time the neighbor, a college student, had left his gate open while he was late for a class.

“Oh, you,” she murmured, a gentle smile spreading across her face.

She calmly closed the gap in the fence, and then she walked over to the dog. She crouched down, her movements unhurried, and gave the dog a head scratch. Then she found some treats in her pocket and offered them.

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