Jose, who is a bus driver, was very unhappy, because his girlfriend had left him.

left 是动词 leave 的过去分词形式，在这里与 had 构成过去完成时。leave 在本义项中指"结束恋爱或婚姻关系并离开"，即"离开（某人）、抛弃（某人）"。