Nano-level evaluation of kerogen-rich reservoir rock is described. A nano-scale beam is formed from kerogen-rich reservoir rock. The nano-scale beam includes reservoir rock and kerogen having polymeric properties. A maximum dimension of the nano-scale beam is at least 100 nanometer (nm) and at most 1000 nm. A tension test is performed on the nano-scale beam. The tension test is imaged using a transmission electron microscope (TEM). A material parameter of the kerogen in the nano-scale beam is determined based on results of the tension test and images obtained responsive to the imaging.