I live in Chicago's western suburbs and will also be at the Quilt Festival next weekend.
Some local stores I like are:
Thimbles in Lockport
Quilters Quest in Woodridge
Prairie Stitches quilt shop in Oswego
Roberts Sewing Center in Crest Hill
Quiltfabric.com just closed, sadly