Strangely (or maybe not?), we stumbled across Lapham's Quarterly in MAKEMAKECOFFEE next to Surrey Quays station. Also their coffee is amazing, so two reasons to go out of your way :)

Edit: that was more than a year ago, though, so I'm not sure if they still carry it, but I'd hope so.