Non-transitivity -commonly illustrated by the rock-paper-scissors game -is purported to be common in evolution despite a lack of examples of non-transitive interactions arising along a single line of descent. We identify a non-transitive evolutionary sequence in the context of yeast experimental evolution in which a 1,000-generation evolved clone loses in direct competition with its ancestor. We show that non-transitivity arises due to the combined effects of adaptation mediated by the evolving nuclear genome combined with the stepwise deterioration of an intracellular virus. We show that multilevel selection is widespread: nearly half of all populations fix adaptive mutations in both the nuclear and viral genomes, and clonal interference and genetic hitchhiking occur at both levels. Surprisingly, we find no evidence that viral mutations increase the fitness of their host. Instead, the evolutionary success of evolved viral variants results from their
selective advantage over viral competitors within the context of individual cells. Overall, our results show that widespread multilevel selection is capable of producing complex evolutionary dynamicsincluding non-transitivity -under simple laboratory conditions.A common misconception is that evolution is a linear "march of progress," where each genotype along a line of decent is more fit than all those that came before (1). Rejecting this misconception implies that evolution is non-transitive and evolutionary succession will, on occasion, produce organisms that are less fit compared to a distant ancestor. In ecology, nontransitive interactions are well-documented in response to resource (2) or interference competition (3). Early studies in experimental evolution have suggested that non-transitive interactions can arise (4); however, little is known regarding how specific