I don't know for sure if B is correct or not, but to my ears it sounds redundant and it's the kind of phrasing people jokingly use to impart some kind of humor.
C is correct, but it typically implies that you like summer to the exclusion of all of the others (unless some prior context establishes otherwise). Most people would explicitly say "only" if they wanted to express that idea.