I have tried to remove my publicly visible email address several times from the SuperUser section. I have removed it and clicked Save, and Save for all StackOverflow sites.
Only the Super User website shows it under my profile, the other sites show it as empty.
I assume it's not visible based upon an answer I got at Possible bug in user profile on SuperUser only but they suggested I also informed you in case you want to action it.