Frankly, This is very natural to feel infatuation at very begining of a new relationship. That's why , you are confused. When a person love  another person , he or she first feel infatuation. But, This feeling give its place to love by the time goes on. For that reason, you must be patient  and you will find out whether your feelings are infatuation or not.