Leaving the 2200 for two weeks unattended with low ink levels made it dry out a bit again, but this time it came back a lot more quickly and with a lot less cleaning solution.
If I leave it alone for a few hours, it'll probably be back up to snuff. Now all I need to do is find something of suitably high resolution to print on it.