I'd rather have a more neutral or dismissive answer, indeed. Like Gyson is suggesting, I don't want to be super buddy buddy for life with the party, but I don't want to be unkind either. Something to the effect of "Yeah, thanks. Glad to be part of the party." or something equally non-committal.
Neutrality is the way!