My sensei taught me this:
When people try to intimidate you, the usually throw out negative Ki through their eyes. You, must ignore this by not allowing that negative Ki to enter your system. While at the same time, do not let your guard down, for as long as they are not within a dangerously close range, they can't do anything to you.
Don't forget the old Samurai principle ~ "Munen Mushin"