I also see that the smoothened density estimates (step 8) are identical in all four panels. Is this correct? Do P1-4 represent SFA?

[VLucet]

this is indeed unclear and lacks explanation. the 4 panels are similar because they are part of the same sfa. they look similar but actually have small differences, which are just small in this example adding this to the vignette text