by the time you stitch the sides on, it will be very stable. If you don't want to starch (and I don't) pin on each seam to make sure it doesn't move.
If the center block is less than 6 inches, you shuldn't have any problem. You will want it soft for babies so go easy on starch or stabilizer. Just my opinion
Mim