Pantographic metamaterials are lattices of beams arranged in two bias directions and joined by compliant pivots that act as rotational connectors. These pivots govern how unit cells of the lattice reorient and transmit load. Tailoring their rotational stiffness can reshape the mechanical response without changing the base material. This study investigates whether adjusting the rotational stiffness of pivots embedded in the microstructure of a pantographic metamaterial can lead to uniform spring work, reduce stress concentration, and improve macroscopic stability. The pantographic lattices are subjected to bias extension and shear tests and to a case with no external load, where an initial bending moment field is applied directly to the pivots. Their mechanical response is simulated using a discrete model of beams and springs in which the pivots are represented by translational-rotational springs. The simulation span three lattice refinements. Optimization consistently flattens the spring energy distribution, lowers peak von Mises stress, and produces an interpretable stiffness distribution aligned with known pantographic mechanism: a narrowed, low-stress waist under bias extension and a diamond-shaped interior skeleton under shear. These improvements are achieved without sacrificing global stiffness. The results indicate that energy-equalizing stiffness fields can serve as a microstructural pre-conditioning strategy for damage mitigation and design transferability across scales.