Seems to me that perhaps "control of our lives" is about controlling the unknown, which it seems we humans have a long-standing fear of. And if we feel like we're "controlling" our lives... it all seems a little less scary and uncertain.
But it seems like it's just an illusion, anyway... fan of Alan Watts; I think he got it pretty close to right.