How do I sync tags between two Macs using Google Drive?

I have two Macs, and I use Google Drive to sync my data. I created tags in Finder on one Mac for some of the files and directories in Drive, and they don't appear on the other one.

Is this possible? Or are tags restricted to the system they live on and not synced along with the files they apply to?

In case it matters, I don't use iCloud sync, and I'm not willing to turn it on.