My boyfriend threatened me last night. Any advice?

You handle it by getting out of the relationship. Stop taking his calls, refuse to answer the door if he stops by, and give back all his things by leaving a box on his porch. Threatening you with physical harm, then trying to pretend you shouldn't take it seriously is severely messed up.