To be up in arms  
  If you are up in arms about something, you are very angry.
"The population was up in arms over the demolition of the old theatre."
Get off my back!
  If you tell somebody to get off your back, you ask them to stop
  finding faults or criticizing you.
Like a bear with a sore head
  If someone is behaving like a bear with a sore head, they are very irritable
  and bad-tempered.
"When his team lost the match, Brad was like a bear with a sore head."
Blow a fuse
   If you blow a fuse, you suddenly lose your temper and become very angry.
  "Charlie blew a fuse yesterday when he discovered that his ipod had been stolen."
Have a bone to pick with someone
  To say that you have a bone to pick with somebody means that
  you are annoyed with them and want to talk to them about it.
In somebody's good/bad books
  If you are in somebody's good or bad books, you have their approval or
   disapproval.
  "I'm in my wife's bad books at the moment because I forgot our wedding
   anniversary!"
Fly off the handle
  A person who flies off the handle becomes suddenly very angry.
  "Dad flew off the handle when I told him I had damaged his new car."
Get your knickers in a twist.
  If you get your knickers in twist, you are angry, nervous or upset
  faced with a difficult situation
"Don't get your knickers in a twist!  Everything is under control."
Get in someone's hair   If you are getting in somebody's hair, you are annoying them so much
  that they can't get on with what they're doing.
"I'd finish the report more quickly if my colleague wasn't getting in my hair
  all the time!"
Go through the roof
  If someone goes through the roof, they become very angry
"His father went through the roof when Paul damaged his new car."
Kick yourself
  If you feel like kicking yourself, you are angry with yourself for something
  you have done or not done.
"I could have kicked myself for forgetting Julie's birthday."
Have a quick temper
  If you have a quick temper, you get angry very easily.
"He makes me nervous - he's got such a quick temper."
That makes my blood boil!
  If something makes your blood boil, it makes you really angry.
  "His condescending attitude made my blood boil!"
That's going too far!
  If you go too far, you do something that is considered extreme or unacceptable.
"Stealing is bad, but stealing from a poor person is really going too far!"
That takes the biscuit!
  This expression refers to something very irritating or annoying.
"After waiting for an hour, we were told that there were no seats left.
  That really took the biscuit!"
That's the last straw!
  The expression means that  this is the latest unpleasant event,
  and that you cannot tolerate the situation any longer]