These results provide quantitative design principles that could enable targeted development of INVEST materials with specific gap magnitudes. The three descriptors we iden-tify-intramolecular CT, wavefunction character, and Hammett parameters-offer complementary insights into the electronic structure factors that govern ∆E ST in heptazine-based INVEST systems and could serve as screening parameters for computational materials discovery.