In language arts classrooms, dialogic teaching encourages diverse text interpretations, fostering discussions that enhance students' literacy skills like reasoning. However, adopting a dialogic stance poses challenges for both teachers and students. The study investigated the impact of a tailor‐made dialogic intervention on a Chinese rural teacher and students' stances towards texts. Chinese rural students shifted from efferent and instrumental stances to a more critical‐analytical stance, indicating a profound change in how rural students interacted with texts through exploratory talk, highlighting the potential of dialogic teaching practices to foster deep engagement with reading materials. However, after the intervention ended, the teacher reverted to a monologic approach due to limited dialogic texts and time constraints. The findings underscore the potential of dialogic teaching for engaging rural students, yet highlight the need for sustained teacher training and suitable texts. Future research should focus on cultivating and maintaining students' growth mindset effectively in rural settings.