The better approach is to turn down the request with a simple no, and resist the temptation to say more. This needn’t come across as rude or mean. On the contrary, as long as you’re civil, being direct shows respect. As a bonus, doing this consistently increases your self-confidence. That’ll make it easier for you to gracefully decline requests in the future.
