PS. I went back into the Design ribbon and clicked the Theme Color icon, then clicked Customize Colors at the bottom of the dialog. I replaced all the colors, and even kept the name of that ghost color theme thinking I might be changing the colors in that theme. But no, that old theme still attaches itself and its old colors to every new document.

I would love to know what the source of that deleted theme is so I can go in there and remove it.