The abnormal return produced by a portfolio is the excess of the actual return over the return that would be expected given the level of risk taken. For a well diversified portfolio it would typically be the outperformance over the market.
More generally, abnormal returns are the excess of the returns given the level of risk of the particular security or portfolio, in other words the size of the alpha.