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Integrated science, technology, engineering, and mathematics (STEM) education is becoming increasingly common in K-12 classrooms, and small group activities are ubiquitous to STEM instruction. This paper includes both theoretical and practical descriptions of a microethnographic approach to critical multimodal discourse analysis that we used to explore power and positioning within a mixed-gender group of students working together on an engineering design challenge. We drew upon social semiotics and positioning theory to ground this work and utilized three phases of data analysis: microethnography to develop individual and group storylines, critical multimodal discourse analysis of key events, and the integration of storylines and discourse analysis. This multi-phase approach granted us insights into our data that would have otherwise been lacking.