Default paper size for 4" x 6" label printer - Mac OS 10.15.7
You should be able to define it as a Preset, directly from the main Print dialog.
[Example showing different settings/printer, just for locations]

Once you set the page size in the lower marked drop menu, you can then Save Current settings as Preset, from the top drop menu.
That info should then be retained.