Ask them this simple question. What are they going to do about it?
They have this guilt tugging at their hearts. Are they going to ignore it and let it fester into something worse, or are they going to try to appease whatever is causing that guilt?
I've tried sharing my faith before, unfortunately, the subject was not interested.