I thought I'd get a clear answer googling that, but no!
According to this (you have to scan one of the wiki articles linked, and get a headache), it's a vasodilator. BUT what could affect some people could be that, the heat,
or the dairy added.
Personally, I used to be able to drink it with caffeine, but now I stick to decaf, and not piping hot, just very warm.