Metal halide luminescent materials, particularly those doped with ns 2 ions, exhibit exceptional optical properties. However, the luminescent mechanisms associated with the stereochemical activity of lone-pair electrons remain insufficiently explored. In this study, zero-dimensional (0D) tin-based halide (C 4 H 12 N) 2 SnCl 6 is utilized as a model system to investigate the effects of lattice distortion and lone-pair electron expression on fluorescence emission characteristics by doping with 6s 2 and 5s 2 ions. The findings reveal that compared to 6s 2 ions, 5s 2 ion doping results in stronger electron−phonon coupling, causing significant octahedral lattice distortion and producing unique dual emissions along with a large Stokes shift of 317 nm. Remarkably, even at temperatures as high as 360 K, (C 4 H 12 N) 2 SnCl 6 :Sb maintains its dual emission due to insufficient thermal activation energy to promote electron transition from excited state 1 to excited state 2. In contrast, 6s 2 doping exhibits a single blue emission with a small Stokes shift of 101 nm. Additionally, calculations of the electron localization function reveal that 5s 2 lone pairs exhibit static stereochemical expression with specific spatial orientation, while 6s 2 lone pairs display dynamic behavior. These findings highlight the critical role of lone-pair stereochemistry in governing the photophysical properties of ns 2 -doped metal halides, offering new insights into their luminescent mechanisms.