Intimate partner violence (IPV) is a severe human right violation and a significant public health problem in Turkey. However, its complexity and stratified relationship with mental health problems are still uncovered in this under researched community, as violence is often approached as a uniform health and social problem. In this study, we collected data from 539 female adults in heterosexual relationships in Turkey using convenience and snowball sampling. The aim was to examine violence‐related clusters and their association of these clusters with mental health outcomes, including depression, anxiety, and depression). We assessed whether participants experienced physical, sexual, and psychological violence in their intimate relationships and conducted a latent class analysis. We obtained five violence clusters: (1) no or low violence, (2) high psychological violence, (3) jealous control with physical violence, (4) moderate sexual and psychological violence, and (5) severe physical, sexual, and psychological violence. Analyses of variance showed that women who experienced multiple forms of IPV reported stronger depression, anxiety, and somatization compared with women in the no or low violence class. Additionally, they reported greater depression and anxiety compared with women who experienced only high psychological IPV. However, psychological violence amplified somatization as much as physical and sexual violence.