so..how do you tell your boss you're resigning?

make it formal legal. write a resignation letter

^

Is your boss approachable? If you're working in a small team, you can talk to the boss in person first so he/she would not be surprised that you're quitting. That's what I did to my manager on my last job. He was such a cool guy!