Maybe it is not just sentimental. Perhaps the connection to "man's best friends" is literally in our heads.
Skull shape is a complex trait, involving multiple genes and their interactions. Thanks to standardized canine breeding, which documents more than 400 breeds worldwide, and their distinct morphological features, researchers can disentangle traits such as skull shape, which is often a breed-defining variation.