Oh, but it will, at least for a few weeks. It gives soap a sort of Graham whafer-y scent.
Case in point: I made an unscented soap for someone who wanted a baby soap a while back, and, when I gave it to her a few weeks later, she said how much she liked the fragrance. The only thing in there...