It floats on top because it does not dissolve. Olive oil is classified as a lipid. ... Fats are also made up of fatty acids, which have a long chain of carbons. On one end of the chain there is a carboxyl-group, or a carbon double bonded to an oxygen and single bonded to an oxygen and hydrogen