I been wondering this too. They probably got a case of the sophomore change up. What's this you might ask? It's when a band decides to change their sound completely due to boredom and/or spite of their original sound. This usually ends in band members leaving, recording taking much longer due to experimenting, label issues/release date pushed, and pissing off old fans.
Finch comes to mind but I adore Say Hello To Sunshine.