In the age of Starbucks, there’s a legitimate joke to be told about the difficulty of finding a cup of plain black coffee. A small joke. Not the kind of joke that can carry a full half-hour sitcom.

While many people might know that United States senator and Democratic presidential hopeful Cory Booker is an active Twitter user, the Internet recently rediscovered the New Jersey politician’s ...