My personal preferences be damned, I add way more value to the company from my quiet, comfortable home office.
I would be 100% fine with work from office if I got a private room with a door. I'm even OK with sharing it with 1-2 other people. But I have not been able to find anyone who will offer me that, only open office chaos -- bad for me, bad for the company.