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We report the discovery of a geometric pathway for tuning ferroelectric properties through a thermally driven reconfiguration between coexisting polar states in Li-substituted NaNbO3. Using a first-principles density functional theory calculation and Li7 solid-state nuclear magnetic resonance spectroscopy measurement, we reveal that Li substitution creates two distinct polar configurations whose transformation under annealing enhances the Curie temperature and induces piezoelectric hardening. Our findings establish a geometrically driven polar state reconfiguration mechanism, providing a general design principle for ferroics whereby macroscopic functional properties can be engineered via lattice geometry.