We denote the output atomic representations as h T = h T i |i = 1, ..., N , while the output directed bond representations are denoted as h T ⃗ p(ij) for all connected atoms i and atoms j. It's important to emphasize that the directionality in bond representation is critical, with h T ⃗ p(ij) indicating the bond from atom i to atom j.