As it relates the first question, the answer is no. For more than two decades Americans have consistently been in favor of taxing the wealthy more, regardless of the level of income inequality, and no matter the current tax rate. Since Gallup began asking Americans whether they think the wealthy pay "too little" in taxes 20 years ago, it's mostly held steady at around 68 percent.
Read MoreGriffin divorce reveals lavish life
The second question is more important. Although there is no indication in the survey data that the respondents were asked how much the wealthy pay in taxes, one exit interview suggests that many Americans think the rich pay a lower tax rate than the rest of America.
"I think the more you make, the more taxes you should pay," Bob Montgomery, of Martinsville, Va., told The AP. "I can't see where a man who makes $50,000 a year pays as much taxes as somebody that makes $300,000 a year."