Given a set of five words, generate the word from the set that does not belong (i.e. is the least relevant) with the other words. Words are separated by commas.

remorseful, flat, melancholy, down, shameful
flat

ashamed, disgusted, emotional upsets, right, down
right

davit, windlass, winch, crane, concrete pourer

davit