One of the many Sucky side effects to being pregnant all the hormones :(
Yes it is common. Take a cool shower. Take some Tylenol and go to sleep with a cold cloth on your forehead and over your eyes. That was they only way it went away for me. If not call your doc they will give you some stronger medicine