This substance is described by wikipedia as a dark brown food paste made from leftover brewers' yeast extract with various vegetable and spice additives. Identify this substance which was virtually unknown in the United States until it was mentioned in the lyrics of a Men at Work song which fits the description of this quiz.
Vegemite (the song is "Down Under")