Hydrogen (H2(g)) is a viable green fossil fuel alternative as its combustion yields only water and energy. However, H2(g) is highly flammable, explosive, and lacks odor. These characteristics warrant sensitive and specific detection methods for its widespread use as an alternative fuel source. In recent years, there has been a growing interest in the development of H2(g) sensors but there are still important limitations to current technologies, particularly in terms of ease-of-use and sensitivity. In this work, we show the first example of an optical fluorogenic hydrogen sensing platform which employes the use of a readily available dye molecule and a hydrogen-activating compound to engineer H2(g) gas selectivity with high sensitivity at room temperature and pressure. For this, the commercially available dye, azomethine-H (Az-H, 4-hydroxy-5-(2-hydroxy-benzylideneamino)-naphthalene-2,7-disulfonic acid) and related naphthalene-based compounds, in conjunction with the hydrogen activator [{Ir(Cp*)(Cl)}2(thbpym)](Cl)2 (IrCp*, (Cp* = C5Me5-, thbpym = 4,4’,6,6’-tetrahydroxy-2,2’-bipyrimidine)), yields ~ 47–fold fluorescence enhancement when exposed to H2(g) in aqueous solution or ~ 2.4–fold in a carboxymethyl cellulose (CMC) hydrogel matrix, with an estimated detection limit of ~ 0.5% H2(g). Representing a major step forward, this signal enhancement is specific to H2(g) with no cross-reactivity observed for potentially contaminating gases such as nitrogen gas (N2(g)) and standard atmosphere. This work tackles existing challenges in the optical H2(g) detection space, offering simultaneously high sensitivity and specificity without cross-reactivity with other contaminant gases.