Column bleeding primarily occurs due to the thermal degradation or volatilization of the stationary phase. Elevated temperatures can cause the stationary phase to break down chemically, releasing various compounds into the mobile phase. The nature of the stationary phase material, column temperature, and the type of carrier gas used are factors that influence the extent of bleeding.