"Who's a good dog?" is not a genetically simple question:

Dr. Karlsson’s own project, Darwin’s Dogs, is at 44,000 canines and counting. (Some 4,000 have had their genomes sequenced.) Researchers are mining the data for clues about bone cancer, compulsive behavior and other traits. Among the early findings: Although many behavioral traits, such as sociability and trainability, are heritable, they are widely distributed across the canine kingdom, and breed is a poor predictor of an individual dog’s personality.
https://www.nytimes.com/2024/06/30/science/pets-research-dogs-cats.html