Negative marginal returns refers to the phenomenon where adding more of an input to a production process leads to a decrease in the additional output generated. This concept is particularly relevant in the context of production in the short run, where at some point, the addition of more variable inputs like labor will result in diminishing and eventually negative returns to production.