The effect of positive and negative coupling between additive and multiplicative noise terms in a laser field is investigated. The fluctuations in the laser field is related to the property of coupling. The positive coupling between noise terms slows down the decay of intensity correlations, thus enhances the fluctuations in the laser system. While the negative coupling suppresses the fluctuations in the laser system and changes the system from stochastic process to deterministic process.