(Kelly of the Clue Crew shows a brainy animation on the monitor.)  When cerebral arteries become dilated, it can often lead to this vascular pain also known as cephalalgia
It results 
from relaxation of smooth muscle cells within the vessel walls, in particular in the 
large veins, large arteries, and smaller arterioles.