I've never had a 100$ bill and find 50$ bills are frowned on in retail. I carry a few 20$ bills just in case Apple Pay is not accepted.
Where would that be? On every trip to the US I have exchanged cash, EUR to USD, resulting in mostly $100 bills which I've used everywhere, sometimes even for rather small purchases, and there's been no frown upon that (after few purchases I also get my hands on smaller bills which are also more convenient).