In retrospect, Eeegah is almost certainly correct here about being unable to induce a fold from a better hand. Villain still seems a little weak though, so there is some chance that a river bet will be for value, though most of the time I am expecting to see a hand like KJ.

Edit:
Actually, thinking about the hand more and seeing the 3-flush, I like the river check.