痴心病狂
[chī xīn bìng kuáng]
'Crazy out of sheer love' -- emphasizing complete dedication reaching obsessive madness extent. It reflects strong emotional investment, often used when someone has become crazily devoted to another individual or idea but in such extremity considered eccentric by outsiders.