It's usually not a character issue- They just aren't comfortable around dogs because they have no experience around dogs. I didn't grow up around pets so it took me a while but now I definitely go ga-ga around dogs.

Same reason some people aren't crazy about babies they're usually nervous and have little experience with kids.

A few people have been bitten as well.