Since the algebra of higher-rank graphs carries a gauge action of a higher-dimensional torus, there are many potential dynamics arising from different embeddings of the real line in the torus. In this talk, we discuss how we characterize KMS states of different dynamical systems. In particular we describe the KMS states at the critical inverse temperature that can be implemented by integrating vector states against a measure on a path space of the underlying graph.