When you walk around you often see a white light flashing. Just walk over to it and press A.
Important: Not every light is a secret.
Important #2: if you pick up a book or sheet of paper you have to turn to the next page or turn to the paper around with the right stick.
A text in the upper left corner, should appear gehen a secret is discovered.