Be honest about your reason for turning down the requestor. Resist the temptation to make something up. Not only will you feel guilty for lying, but the requestor is likely to notice your lack of sincerity. And that may cause him or her to become resentful toward you. The best approach is to be direct, honest, and respectful.
