In this conceptual essay, I argue that there is an aesthetic dimension to all mathematical inquiry and that it is possible for teachers to highlight this aesthetic dimension, even within the context of standards-based mathematics curricula. This curricular approach, however, presents unique challenges to early-career teachers. I highlight those challenges and discuss how an appreciation for the aesthetic dimension of mathematics can inform the endeavors of teaching and teacher education.