In view of the Regge-Wheeler formalism (RWF) causing axial and polar gravitational waves (GWs), axial modes of the GWs are investigated by considering the spatially flat conformal Friedmann-Lemaitre-Robertson-Walker (FLRW) metric in the rainbow gravity (RBG) that is one of the important nominees for the theory of quantum gravity. We use the zeroth-order and first-order field equations for the rainbow FLRW background with respect to the Regge-Wheeler gauge to obtain unknown perturbation functions that elicit how perturbation influences the metric, material content and the four-velocity vector. In this context, we show that (i) not only the background metric but also the first and third components of four-velocity vector are affected from axial modes and (ii) the background matter distribution is not affected by the perturbation. Furthermore, impacts of the rainbow functions, which are of great importance in describing the physical system, on axial modes are clearly revealed by graphical analysis. We also discuss whether the axial GWs satisfy the Huygens principle.