1. A computer-implemented method of generating a directional response of a drill bit based on one or more drilling parameters, the method comprising: performing a plurality of tests with a drill bit in a test material having a strength under different experimental drilling parameters; recording the results of the plurality of tests; forming a representation of an expected directional response of the drill bit based on the results; receiving current drilling parameters at a computing device; and generating the directional response based on the current drilling parameters by utilizing the representation.