It does go away. The headache is awful though. I hate to say it
   but its either take aspirin or something like it until the
   headaches stop (usually goes away within a day or two) - or have
   more caffeine. You brain is looking for the caffeine to be
   floating around and can't find it, so its getting frustrated.
   Magnesium can help too (relaxes blood vessels) "