If you are a runner, you want to get out and run, right? That makes perfect sense to me. However, it is beneficial to do other exercises to make gains and recover from the hard miles! I remember teaching spinning and discussing this point with a runner who took my class. He found his legs were stronger from spin classes!
http://www.runnersworld.com/workouts/eight-benefits-of-cross-training