I was told once there is a difference between stabilizer and pellon. Perhaps try pellon instead, I know one stretches more than the other. You could also be stitching too tight, too many stitches per inch, perhaps back that down. Perhaps also try a test run with a blanket stitch, I have always had good luck with it, and it lays nice and flat.