As a noun. Bottom (n): the lowest or deepest part of anything. "Bottom of the sea" = "the deepest part of the sea". You could also choose to say "on the sea-bed" if you prefer. Or, if you want to be poetic, you could say "in Davy Jones' Locker". :)