The official install script has always used an AppImage.
Did you previously use an unofficial version of Joplin such as Flatpak or Snap, possibly from your OS's "software store"? If these versions store the note data in a different location to what the AppImage is expecting, the AppImage it is going to open as if Joplin has never previously been installed.