What does the “S” in Harry S. Truman stand for?

Truman was not given a middle name, only the initial S. There is some debate as to whether the period after the S should be included or omitted, or whether both forms are equally valid. Truman’s own archived correspondence suggests that he regularly used the period in writing his name.