I'll have to believe Jesse, to me it means emotional pain.
People don't like getting older, so maybe someone took the sadness from getting older and turned it into a bit of a joke!?
Birthday Pangs Party is something I have NEVER heard of - must be American, or something kids are saying.
Sorry!