 The study shows how bond order emerges in ultra-cold atoms in optical lattices due to light-mediated synthetic interactions and presents evidence that dimer phases are analogous to valence bond states. This research expands the Hamiltonian toolbox available for quantum simulation of condensed matter physics via atomic systems. This article was authored by Santiago F. Caballero-Beneaters and Igor B. Meckoff.