The luminescence-structure relationships in 159 compounds doped with either Tl+, Sn2+, Pb2+ or Sb3+ are reviewed and formalized based on a model introduced for Bi3+ in 2023. This model is shown to reproduce the energy of the s2 → s1p1 transitions in these compounds within ±0.35 eV (Sb3+), ±0.45 eV (Tl+, Pb2+) and ±0.55 eV (Sn2+) based on the calculation of the nephelauxetic function he at the crystal site occupied by the s2 cation in the host lattice. In the case of Pb2+, the method allowing to calculate the energy of the s2 → d0 metal-to-metal charge transfer (MMCT) in d0 transition metal oxides is re-actualized based on a model introduced for Bi3+ in 2013. These crystal structure-based procedures constitute a set of simple tools to rationalize and predict the optical properties of s2 cations in solids in a routine manner.