I didn't like June Tailor either. I just purchased Sulky KK 2000. The can states Safe for you, non-toxic, odorless and clear. Safe to use indoors.
As far as clean up, it says not water soluble. Wipe off excess adhesive with denatured alcohol. Denatured means not drinkable, can be plain rubbing alcohol. This may be why some of you are having a problem washing the spray off with water.