Hay bale suspension systems for non-pivotal connection to hitches of vehicles are disclosed herein. The systems respectively comprise connector assemblies and hay bale support assemblies. The connector assemblies non-pivotally secure to a ball hitch or a receiver hitch of a vehicle. The hay bale support assemblies are non-pivotally secured to the vehicle via the connector assemblies.