During the past decade, both qualitative and quantitative research has documented strong feelings of fatalism amongst pupils enrolled in technical and vocational tracks in secondary education. Whereas those feelings have been shown to predict decreased school involvement and school misconduct, relatively little is known about their exact origins. In this paper, we explore to what extent they should be considered a stigma consciousness caused by the demeaning impact of perceived contempt to which pupils from technical and vocational tracks are exposed. Data from the International Civic and Citizenship Education Study from Flanders (the Dutch-speaking part of Belgium, N: 1967) were used to explore the distribution and consequences of perceived contempt with regard to one’s choice of study. About 20% of the pupils enrolled in technical and vocational education reported that some people looked down on them due to their studies. Moreover, even after taking into account different ability measures and social background characteristics, a strong direct relationship remained between perceived contempt and feelings of futility. In the conclusion, we elaborate on the implications of our findings.