Barack Obama Associates Reluctance to Pay Higher Taxes with Selfishness

According to Jake Tapper at ABCNews, Barack Obama is comparing reluctance to paying higher taxes with selfishness. Is it really selfish to want to keep the money you earned and give it away as you see fit instead of having the government seize your money and spread it around?