The way its running at my table, the penalties do stack if used w/in the same phase. The roll to change powers is penalized -1 per 10 active points. With limitations applied to the powers, the total active points can double for the character. So -14, for example, in an extreme case.
I only played the character for one session so far, but that -14 has already come up.