How do I deal with the guilt of leaving dogs in a crate?

I'm a newbie, and loving it. However, I feel guilty leaving dogs that stay in a crate while I'm gone, especially if they are young, and don't have soft bedding to lie on. I find that I stay up to an hour and a half, because I hate the thought of leaving them in a crate 22 hours a day. Advice?