Understanding microscopic thin-film stability is crucial for applications in foams, emulsions, and microfluidics. Here, the authors use Dynamic Thin Film Balance measurements with fluorescently tagged surfactants to investigate Marangoni stresses and disjoining pressure in surfactant-stabilized films, linking asymmetric concentration gradients, localized convective flows, and stress redistribution to film stability.