It is possible to escape the body without REM. In fact, this may be the most common way, when someone meditates while falling asleep, dreams never occur, the individual simply leaves his body.
During naps we are less mechanical about how and when we get up. I think this is one reason why.
Eyes are the window to the soul, so there is a special connection there.