Are you sitting comfortably?
Bayer Coolglass safety data sheet
here!All rather baffling and it would be better if you had wiped it off, but if it comes off that easily you won't be the only one with milky water, and the main ingredient (titanium dioxide) is used in much greater concentrations in paints, sun filter lotions, and even food.
I'd use the water.