One of the more compelling, in my mind, pieces of evidence are the declarations the states passed detailing their reasons for secession. Read through them; they lean pretty heavily on slavery and, when they talk about economics, mostly talk about it in relation to slavery:

http://www.civilwar.org/education/history/primarysources/declarationofcauses.html