Literal = taking words in their usual or most basic sense without metaphor or allegory.
Figurative = departing from a literal use of words; metaphorical.
I'm literally drowning in laughter. Literally the best meme ever. I literally want to marry this meme. Peter Griffin is literally the funniest guy ever.