I definitely agree w everyone so far... and if it helps, think about the runner-up candidate that undoubtedly really wants job #1. Sure, it's a hassle for Job #1 to go through the offer phase again, but I'm sure you weren't the ONLY person that would work for them. Candidate B has to put food on the table too and will be thrilled.

Do what's right for you.