You can tell you're in fever mode when there are blue and red stars behind your bird. Most likely, you will be going fast, but that's not always the case.
Your score will be dramatically affected if you're in fever mode. You will gain points twice as fast when you're in it. Fever mode also appears in many objectives that you have to complete. It can be pretty difficult, but with a little practice, you will be able to finish it.