In our republic we don't strictly adhere to majority rule, and for good reason.  As I was taught, democracy is five foxes and three geese voting on what's for dinner.  Tyranny of one, or tyranny of the majority is still tyranny.  I think it is Federalist 68 where Madison explains the reason and logic of the Electoral College.