I've watched several people go through this conversation after a company made this demand. For this to succeed it seems that you need to be indispensable, or be part of an organized group that is indispensable, to the highest person in your management chain who is demanding a return to the office (probably the CEO). If that person isn't aware you're indispensable, you will have to try to convince them.
Best of luck.