The first general phase-sensitive sum-frequency vibrational spectroscopy (SFVS) was described, which recovers the phase information lost in conventional SFVS measurements. Using a self-assembled monolayer, we demonstrated that this novel technique measures the absolute orientation of surface molecular moieties and is very powerful in resolving spectral features.