MRP has trouble keeping these straight herself. This may help:
Hat tip: Harry Bliss.
According to Strunk and White, lay is a transitive verb that should not be confused with the intransitive verb lie. I find this explanation only sort of helpful.
It might be easier to remember that a hen lays an egg, your mom lies down because you are giving her a headache.