The trans Watson-Crick/Watson-Crick family of base pairs represent a geometric class that play important structural and possible functional roles in the ribosome, tRNA, and other functional RNA molecules. They nucleate base triplets and quartets, participate as loop closing terminal base pairs in hair pin motifs and are also responsible for several tertiary interactions that enable sequentially distant regions to interact with each other in RNA molecules. Eleven representative examples spanning nine systems belonging to this geometric family of RNA base pairs, having widely different occurrence statistics in the PDB database, were studied at the HF/6-31G (d, p) level using Morokuma decomposition, Atoms in Molecules as well as Natural Bond Orbital methods in the optimized gas phase geometries and in their crystal structure geometries, respectively. The BSSE and deformation energy corrected interaction energy values for the optimized geometries are compared with the corresponding values in the crystal geometries of the base pairs. For non protonated base pairs in their optimized geometry, these values ranged from -8.19 kcal/mol to -21.84 kcal/mol and compared favorably with those of canonical base pairs. The interaction energies of these base pairs, in their respective crystal geometries, were, however, lesser to varying extents and in one case, that of A:A W:W trans, it was actually found to be positive. The variation in RMSD between the two geometries was also large and ranged from 0.32-2.19 A. Our analysis shows that the hydrogen bonding characteristics and interaction energies obtained, correlated with the nature and type of hydrogen bonds between base pairs; but the occurrence frequencies, interaction energies, and geometric variabilities were conspicuous by the absence of any apparent correlation. Instead, the nature of local interaction energy hyperspace of different base pairs as inferred from the degree of their respective geometric variability could be correlated with the identities of free and bound hydrogen bond donor/acceptor groups present in interacting bases in conjunction with their tertiary and neighboring group interaction potentials in the global context. It also suggests that the concept of isostericity alone may not always determine covariation potentials for base pairs, particularly for those which may be important for RNA dynamics. These considerations are more important than the absolute values of the interaction energies in their respective optimized geometries in rationalizing their occurrences in functional RNAs. They highlight the importance of revising some of the existing DNA based structure analysis approaches and may have significant implications for RNA structure and dynamics, especially in the context of structure prediction algorithms.