What are some "good" soaps that I can buy in a store that aren't filled with chemicals, perfumes, etc.?

I tried Dove Sensitive Skin. It is supposed to be hypo-allergenic & fragrance free but I got a severe reaction to it. I think that Toms of Maine might be OK.

Are there any others?