Your body reacts exactly the same when you are eager and when you are anxious.

But your mind reacts quite differently.
Hearing eager generates confidence. Hearing anxious generates fear.

Then you act in confidence or you act in fear. Everyone around you will pick up on your actions and attitude.

Now that you have become aware of this, you will substitute eager for anxious every time you hear it.