A temperature gradient exists when kinetic energy is unevenly distributed in a system. Part of the system would have a higher temperature than another. However, because particles are in physical contact with each other, the kinetic energy can be transferred from the higher kinetic energy area to the lower kinetic energy area. As a result, energy will be evenly distributed within the system, This also applies to systems that are in physical contact with each other.