I have tried both modifying existing paragraph styles and creating new ones. They apply properly at first then all of a sudden they don’t.
@charlee, Please also tell us a bit more about how you are applying the styles and then what happens when “they don’t”. Also take a look at this question, including @manj_k’s link to the Writer Guide: Styles menu logic