A fat or oil composition comprising 100 parts by weight of a poly-unsaturate d fatty acid component and 25 to 300 parts by weight of an emulsifying agent having an HLB value of 4 or below. The composition can be used in the form o f an oil-in-water emulsion, and the composition and the emulsion are usable fo r food and drink, and so on.