Yes. I've found it very intimidating as a grad student. I wonder though if it's really worse in math, or if most academic disciplines don't have the same problem.
It's much worse in math because mathematicians are an argumentative bunch to begin with and many novice mathematicians have their entire being built around their intellectual abilities so they get quite defensive when their views are challenged.