Why would it be bad to be up the creek without a paddle?  You can always float down.  But being down the creek and wanting to go up... yeah... not having a paddle could be a definite problem.  But even if you had a paddle and you’re wanting to go against the current, it would probably be easier just to get out and walk.  Another example of a cliché that makes no sense.