Shaping events at the microlevel of rhythm is an important aspect of many groove-based musics. In the present study, we explore the interconnectedness of musical parameters such as timing, attack shape, timbre and relative intensity in creating groove through investigating musicians and producers’ discourse in five genres (jazz, samba, electronic dance music, hip-hop and traditional Scandinavian fiddle music). Through semi-structured interviews, we found both genre-specific accounts of how such musical features interact at the microlevel of rhythm and a cross-generic focus on inducing movement by shaping sound and generating rhythmic friction. The study empirically substantiates the multiparameter nature of musical performance and experience, and that particular genre-typical configurations of temporal and sonic features are needed to create the experience of groove. It thereby adds to the scholarly discourse on groove, which has often taken a more general and time-oriented view of rhythm.