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Tanaka-Thomas?s algebro-geometric approach to Vafa-Witten theory defines invariants of projective surfaces using moduli spaces of stable Higgs pairs. I will present work with M. Kool and T. Laarakker, in which we express certain Vafa-Witten invariants in terms of the equivariant geometry of a quiver variety, the moduli space of torsion-free framed sheaves on P^2. I'll then present wall-crossing results for this moduli space of framed sheaves and extract consequences for Vafa-Witten invariants, including a formula for so-called "vertical" Vafa-Witten invariants in rank 2.