CHARLESTON, S.C.—Gov. Nikki Haley wasted no time Thursday reminding voters in this state that she has thrown her support behind Iowa caucuses winner Mitt Romney.

But her endorsement may prove to be a mixed blessing both for the governor and the presidential hopeful.

Ms. Haley rode into office a year ago on a promise to shake up the establishment...