Following the continuous reform and innovation of classroom teaching methods and pedagogy in higher education, the support provided by traditional classrooms for new classes seems to be insufficient. Empirical exploration into the impact of learning spaces on student learning motivation, particularly in terms of how and to what extent, has been limited. This study focuses on student intrinsic learning motivation as the dependent variable and constructs an influence model incorporating factors such as learning space, pedagogy and classroom relationships. A comparative analysis is conducted to assess the differential influence between two learning space types: active learning spaces and traditional classrooms. Utilizing a convenience sampling method, students engaged in coursework at University A's 'Future Learning Experience Center' and traditional multimedia learning spaces over three academic terms were selected. Differential tests were performed on data collected from various learning environment types, and the impact of learning space, teaching methods and social relationships on students' intrinsic learning motivation was validated using structural equation modelling. Results indicate that scores in the dimensions of learning space, teacher-student relationships, student-student relationships and student intrinsic learning motivation were significantly higher in the active learning space compared to traditional classrooms. Surprisingly, learning space exhibited no significant direct effect on student intrinsic learning motivation but demonstrated a significant indirect effect. The influencing factors model presented in this study sheds light on the type of learning space's impact on student intrinsic learning motivation, offering theoretical guidance and practical data for future research endeavours.