Walter Lewin explains RHR in Lecture 11 in a way that makes the most sense to me out of any explanation. I have known since Kindergarden the adage “Righty Tighty, Lefty Loosy”. Apparently the right hand rule treats light like a screw. If you turn a screw driver right, what direction do you expect the screw to go? Into the board.