Agree with the others, to maintain a pair bond, there sometimes needs to be another few individuals of the same species to defend against.
I usually place an egg crate divider in the tank, with the pair on one side, others the other side.
Cichlids communicate in more ways than just sight alone. With a divider they can hear each other, detect pheromones, and feel water pressure created by fin slapping and other gyrations they use to determine status, and strength of mates, and rivals.
There is an entire chapter in the book "The Cichlid Fishes, Natures Grand Experiment in Evolution" called Cichlid Speak that expands on these factors, and other chapters on mating rituals etc.
An important read for those interested in more than just simplistic notions about their behavior.