I performed PCA on a 63*2308 matrix and obtained a score and a co-efficient matrix. The score matrix is 63*2308 and the co-efficient matrix is 2308*2308 in dimensions.
Have you tried with
B = sort(your_matrix,2,'descend'); C = B(:,1:100);