Sen. Susan Collins (R-ME) steadfastly refused to reveal on Sunday whom she voted for in last year’s presidential election, waving off the question with a laugh while saying that she’s going to keep her vote “private.”

Collins, who was one of eight Republican senators to vote to convict former President Donald...