It's 2 b's. See "bibbed," "cribbed," "dibbed," "fibbed," "gibbed," "nibbed," "ribbed."

My only touchstone for this is “Lubed up on a Sunday Afternoon” so I’m going with one b

Yeah, just one ‘b’ makes me read it as ‘lie-bed.’