This paper investigates how different perceptions of STEM are related to the anticipated levels of discrimination in STEM-related fields for minority high-school students in Israel. Regression analyses of questionnaire data (N = 380) from Arab-Palestinian (minority) and Jewish (majority) high-school students are conducted. The results suggest that for all students, perceiving STEM as cooperative is associated with reduced anticipated discrimination. Perceiving STEM as global and international is also associated with reduced anticipated discrimination, but only for minority students with the highest levels of social distance from mainstream society. The paper argues that for students who experience high levels of social distance, perceiving STEM as global or international creates a 'global space' wherein the salience of the local-national context -- which typically facilitates discrimination -- is reduced. Accordingly, the paper addresses larger debates regarding the conditions under which the globalisation of education may be empowering and/or threatening for minority students.