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Language learners’ mindsets are associated with achievement goals, language-use anxiety, reappraisals of challenges, and persistence. We integrated these mindset-related constructs to identify mindset-system profiles among foreign language learners. A latent profile analysis of 234 university students in foreign language courses revealed three distinct profiles. The fixed (21.8%) and growth (20.5%) profiles showed distinct and contrasting patterns of goals, reappraisals, anxiety, and persistence. However, most learners (57.7%) endorsed a mixed profile. Although mindsets alone did not predict grades, students in the growth profile were consistently most engaged and achieved the highest grades, suggesting that mindsets function as a system. This study enhances our understanding of the motivation of learners with mixed mindsets and the complexity and functions of the mindset system.