Be very careful as this may all end in tears. First seriously consider going to counseling to find "yourself" and what you want from life. At some point you have to come out to your wife. Hiding cross dressing is very difficult and imposes a great penalty on you and on your wife.
That said, the feelings you have are not wrong but you have to deal with them in the right way.