They are not EVIL evil in a cosmic sense, but I guess still fey evil, as in being dangerous and careless. The portrayal of the seven demon types has indeed turned out quite negative. In future write ups I will pay more attention to their more ambigous sides.
The examples given are really worst case. Because that is what they are feared for, that's also what they are named after.