Tariffs are taxes, they are not opposed to raising them, they just won't call them "taxes." It's honestly remarkable how effective they are in reaching their policy goals, because they understand their voter base extremely clearly. They know that their voters largely go off of key words, so by changing those words, one can make them support whatever policy one wants. It is amazing to witness, really.