To identify relevant structures from simulated annealing trajectories we turn to RMSD clustering of structures. Applying clustering to foldamer trajectories enables us to take a large collection of structures and reduce them to a handful of representative structures. In this work, we run clustering on the second half of the folding simulation, to only cluster structures identified in the low temperature sampling regime.