Well, this is a simple issue that I never had. While using this code for a moderated mediation model: # measurement model mm = constructs( composite("E_INT", multi_items("EI", 1:6)), composite("M_LEARN", multi_items("ML", 1:4)), composite("S_EFF", multi_items("SE", 1:5)), composite("FF", single_item("FF")), composite("E_INT", multi_items("EI", 1:6)), interaction_term(iv = "S_EFF", moderator = "E_INT", method = two_stage)) # structural model sm = relationships( paths("FF", c("S_EFF", "M_LEARN")), paths(c("S_EFF","E_INT","S_EFF*E_INT"), "M_LEARN") ) The resulting plot displays for one factor (E_INT) two paths for each indicator, like this : 