Being catcalled is not about you. It would be about the other women standing around (chest thumping) or restore feelings of having been defeminized (opposite of emasculation).
It's a dominance display.
You'll pardon me if I don't cry a river over the fact that you're not being used and abused in that way. Or feel sorry for you in any way.