The paper sets out to offer social-psychological and phenomenological constructs of spirituality in the culture of dhikr in eastern Ethiopia at a micro-ethnography of faith based therapy (FBT). For analytical purpose, the paper draws on hermeneutics. This is the theory and method that places greater emphasis on the way humans deploy linguistic and cultural symbols to represent, organize and frame religion and other complex experiences. The paper focuses on how dhikr producers deploy various interpretive repertoires to construct the psychological, interactional, emotional, behavioural, imaginative and perceptual dimension of spirituality. The paper indicates that the Hararghe Oromo’s dhikr culture is a hermeneutic exercise that involves cognitive and analytical engagement with the exoteric meanings as well as the esoteric meanings of the world. One can thus take dhikr as a socio-cultural site for analysing the nature of hermeneutically conveyed social–psychological constructs of religion and spirituality. The paper offers also the epistemological and conceptual implications of the study.