Is this normal for an fwb relationship? Why is it complicated?

You told him you are just using him for fun obviously he is more into you. If you both do not want the same thing, then you are better of calling it quits. You hurt his feelings. Go and find someone who just want fun like you my best advice to you. Do not mislead people, make sure they know of your intentions from day one.