This activity occurs during the “Interlude”, a brief course on the basic mathematics used in the “Energy and Entropy” Paradigm. This course primarily focuses on an introduction to partial derivatives and total differentials. We would like our students to have an understanding of how to measure partial derivatives, as well as understand that the “thing held constant” has both physical and mathematical consequences. This activity uses the Partial Derivative Machine (PDM) to demonstrate to students that the result of a derivative being flipped upside-down is known, and using the physical system helps demonstrate that the math is in fact true for physical systems.