What does plotting eigenfaces mean?

I am barely working on an assignment and it is telling me to plot the first three eigenfaces but I am not sure what it is talking about. Is it talking about a specific value or am I supposed to literally give the first three images that is produced by my python program.

I know this is very last minute of me but after dealing with the worst of group projects regarding my computer science classes, I'll appreciate any help if possible.