We explored Chinese JFL learners' affective, cognitive, and behavioral engagement with peer feedback and its impact on revision quality. Their positive views and recognitions of feedback and its effectiveness fostered active engagements and improved overall revision quality. However, struggles with cognitive and metacognitive strategies may have hindered further writing development.