This article describes the experience of a training session on equality and discrimination in an intersectional perspective with a very heterogeneous group of trainees. The trainers felt overwhelmed by the power relations at work in the group. This led them to reconsider the training process. It seems that an extensive beforehand analysis of the pedagogical approach, the trainer’s role and the place of power relations in the training process is required to implement the concept of intersectionality in training.