Well the eye movement in the REM phase is not something happening automaically. It happens because your eyes are not affected by sleep paralysis, and therefore moving as you look around inside your dream. This means that "no sleep = no dream = no REM".
So as far as i know, this couldn't have had anything with REM to do. Sure that it wasn't some sort for hallucination or perhaps just a placebo?