It usually helps me refocus. A quiet alarm isn't enough for me to lose track of what I'm doing, but working myself to exhaustion usually does.

Yes, but only slightly and not enough to prevent refocusing quickly. In the long run it helps with overall mental stamina. It helps keep me from distracting myself with other things which take longer to come back to a problem from.