I'm a dog person, but I don't have a pet.
It suggests that the speaker has a preference for dogs and identifies as a dog person, despite not currently having a dog or any other pet, indicating their fondness for dogs as a species.
David Letterman was my guy growing up. My parents recorded the tenth anniversary special for me, and I watched it 40 times.