I have used eraser many times over the past few years and this has never happened. It only overwrites the files that have already been deleted. When I use it to erase the free space it really does it! I tried using "Pandora's Box" file recovery afterwards and those files don't come up. It seems that if the files are overwritten once, the free file recovery programs can't recover them.
Jim