Pottery making in technology education aims to foster students' practical and creative ability. In a typical pottery making class, students receive the teacher's instruction on the fundamental techniques used in pottery making and have opportunities to practice. It is meaningful to construct an observation-doing-reflection process for students in a pottery making class to promote their learning experience and performance. Therefore, in this study, a Virtual Reality (VR)-based pottery making approach was applied to technology education in a junior high school to examine its effects on students' creativity and learning engagement. A total of 97 seventh graders from three classes participated in pottery making in class. One class of 34 students was assigned to be the experimental group learning with the VR-based approach, while the other two classes were assigned to be the control groups, with 30 students learning with the paper-and-pencil approach and 33 students with the clay-based approach. The results showed that the students learning with the VR-based approach were not only more creative in terms of their products, but also had higher cognitive engagement than those in the control groups. Moreover, the VR-based approach improved the students' behavioral, emotional and social engagement compared to the paper-and-pencil approach.