This includes nearest neighbor and next-nearest neighbor interactions, as expected, but also a four-spin interaction which is to be discarded. To truncate to nearest neighbor interactions, consider that the difference in energy between all spins the same and equal numbers + and – is: Δ Δ F = ln ⁡ ⁡ ( cosh ⁡ ⁡ [ 4 J ] ) .