This is 100% correct. I just did this! Even though you can't put the mouse on the icon, simply seeing it as @alicktax mentioned, then clicking delete on the keyboard, a box will pop up and ask if you want the Return deleted from TT or from TT and your Desktop. Select the option for you, and it is deleted!
