So I see a lot of pictures of Jesus on Facebook depicting Him as handsome.

That isn't consistent with Scripture. The Old Testament prophecy of Jesus is that "when we shall see Him, there is no beauty that we should desire Him." (Isaiah 53:2)

This shouldn't be shocking. Jesus' entire life was humility.