What happens when you uninstall a per-user installation?
Per-Machine vs. Per-User Installations
It depends on your configuration. The Windows Installer allows you to perform an install on a per-user or per-machine basis. What this mostly affects is the value of certain folder properties at install time such as the DesktopFolder property, ProgramMenuFolder property, StartMenuFolder property, and StartupFolder property. Whether these values are the per-machine or per-user values is determined by the ALLUSERS property.
Problems Caused by Per-User Installations
There are several common scenarios that an arise when the choice of per-user vs per-machine is given to the user, one of them is that if two different users on the system install the software with ALLUSERS="" they will both have their own shortcuts and Add/Remove Programs entries made (which is fine and is by design). However, if some of the files are installed to a shared location (such as ProgramFilesFolder) and one of the users uninstalls the software, the other user will not be able to use the software even though their shortcuts and Add/Remove Programs entries are still intact. In other words, the two installed instances of the software will not "know" about each other.
More info on this page.