OK, I jumped the gun and answered my own question.
Seems there is a check box in the "Library View Options" Window. Under "Grid View", under the "Compact Cell Extras" There is a box that needs to be checked - "TOP LABEL" once you put the check mark in the box - the file names appear.
I thank myself!