The Quinebaug Valley Rail Trail runs 6.12 with the Quinebaug River to your left and, under your feet, the old rail bed originally surveyed for the Southbridge & Blackstone Railroad in 1831. The trail also runs another .53 miles to the Connecticut border.
Cache should be a quick find.