"When you are happy and there is love but no money"
There - indicates the existence of a noun (There is love, love exists)
Their - when a group of people possess/own a noun (Their car, Their money)
They're - a contraction for they are (They are rich)
And regarding the question, I would always pick #1 Love is a lot harder to come by than money =)