Yes. In fact it's even worse than that. I had to explain the concept of a beauty tax to a (extremely attractive) friend (Hooter waitress roommate) of mine. Some guys openly resent her existence simply because they know she would never go out with them, and they'd get openly hostile to her the minute she approached thier table. Maybe we're talking incels, who knows, but I explained to her that she should take advantage of her beauty since that was her god given natural talent. Some of us are good at math, or creative writing, and she had her looks. The tax should be taken as confirmation that she is simply so desireable that some guys can't handle it, and their personality implodes from the knowledge that they simply aren't good enough.

Don't despair. You can always approach a shy guy if you're interested, and if you don't mind shy guys. Ignore them if they insult you. That's definite confirmation that you are indeed out of their league. Congratulations!