How to position annotate text in the blank area of facet ggplot

After you create your plot, simply use

print(facetplot)
grid.text("your text", x = 0.75, y = 0.25)

See ?grid.text for details on positioning. The default coordinate system is the entire screen device with (0,0) as the lower left and (1,1) as the upper right.