He kept asking silly questions - he really cheesed me off. The traffic jam this morning made me late for work. The boss was really cheesed off at me.

"He's just so annoying, I couldn't be more cheesed off with him." To be cheesed off is to be irritated or slightly angry. However it indicates only mild annoyance and would not be used to express serious anger.