If Saints completely disappeared and no pheonix rose from the ashes then I wouldn't 'support' anyone else - there just wouldn't be the attachment.
We're going to be moving to Rainham, Kent so will be just down the road from Gillingham (I used to live there too) - would probably end up going to a few games but whether that would turn in to actual support for The Gills only time would tell.