Is it a fullcap/stock or partial?

Maybe try using purified water.

Does this happen when out in the wind etc? Without seeing any pictures, my gut instinct is that you are worrying too much over it. Or try researching lace wigs worn by women, they generally wear fullcaps and having the hair in perfect condition is important to them, see what products they have listed on their websites and give that a shot.