It really doesn't matter what the surprise is. Shock is pretty much the same across the board. At least the initial reaction is the same in most situations. By the time a real reaction sets in, a different emotion like joy or anger, then surprise is no longer the predominant emotion. Yeah, it may take a while to get over, but it is not the same as the new reaction to what happened.