To open a secret chest, hold down <ALT>, and [~] on the
overhead map. From here you get a chest for which you must enter a code:

Chapter Code
------- ----
1 6478
2 9216
3 7702
4 2132
5 5052
6 0680
7 0194
8 4743
9 9995