Most knitters do their mattress stitch on the right side of the work, as it can be easier to see the stitches that need to be matched up. However, some people prefer to do their mattress stitch on the wrong side of the work, as it can give a neater finish. There are pros and cons to both methods, so it's really up to the individual knitter which one they prefer.