Of course, this is how runners become runners! And cyclists become cyclists! And swimmers become swimmers!
I am on my treadmill daily, and I love it -- I love running, love the adrenaline, the sense of accomplishment, the speed -- all of it.
Enjoy it, a craving that is actually good for us -- huzzah!