A device configured to emulate an irregular lattice correlithm object generator includes multiple processing stages that operate together to output an irregular lattice correlithm object. The irregular lattice correlithm object includes a first sub-lattice correlithm object with a plurality of first cluster sub-lattice correlithm objects surrounding it in an n-dimensional sphere. One of the first cluster sub-lattice correlithm objects serves as a second sub-lattice correlithm object surrounded by a plurality of second cluster sub-lattice correlithm objects in an n-dimensional sphere. An irregular lattice correlithm object may be used to represent multiple data elements that are clustered around a central data element in an n-dimensional sphere. Irregular lattice correlithm object may further be used to represent multiple n-dimensional spheres that are related to each other.