Using Gee’s (2004) notion of ‘affinity spaces’ – places where people collaboratively interact in response to a common interest or affinity – this paper examines how a week-long astronomy camp can shape student self-identities. The paper also examines the design of the camp and notes that it successfully blends the ‘student-led research’ approach with the ‘cognitive-apprenticeship model’.