Notably, as shown in the last row of Figure , the CV mapping in the latent space, obtained from the final iteration of each PES simulation, demonstrates the architecture's ability to learn highly representative CVs that encode transitions between consecutive metastable states. Upon termination of the algorithm, we infer that sufficient samples have been collected, allowing the latent space to approximate a meaningful CV and construct a qualitatively accurate representation of the reaction pathway.