I upgraded gnome and had the same problem. This fixed the problem for me:
rm -rf ~/.local/share/
If that doesn't work for you, run this command and delete anything it finds and then relaunch gthumb:
find ~ -name '*gthumb*'
Another tip: run gthumb as another user (eg guest) and see if it has the same problem.