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Toxic leadership is often studied from a leader-centric perspective, which focuses on the detrimental outcomes of leaders with destructive ideas and practices. In this chapter, we provide a global value chain (GVC) perspective, which accounts for effects of corporate leadership from inception of a product or service idea to its consumption across the value chain. In particular, we demonstrate how toxic leadership is sustained through an illusio, i.e., the allure of the often-charismatic leadership discourse, which is rendered unaccountable due to lack of global regulation of GVCs. This allows for global organizations and toxic leaders to exploit weaknesses in national-level regulation. Drawing on a netnographic study of toxic leadership in Amazon, we demonstrate how toxic leadership created the illusion of success while perpetuating toxicity and exploitation across their complex value chains internationally.