Vinyl LP pressing. Happiness... Is Not a Fish That You Can Catch is the third studio album by Canadian alternative rock band Our Lady Peace. It was originally released on September 21, 1999. The album was very successful in Canada, debuting at #1 on the Canadian Albums Chart. The album was certified three times platinum in July 2001. Hit singles from the album include "One Man Army", "Is Anybody Home?", and "Thief". The final track on the CD, "Stealing Babies", features Elvin Jones, a prominent post-bop jazz drummer.