A short reason can help, especially when you are talking to your manager. Instead of saying you are swamped, name what is already on your plate: “I am finishing the client report due Friday, and adding this would affect its quality.” That shows you care about your work rather than avoiding it, and it lets your manager decide whether something else can be moved. Stick to facts, don’t blame anyone, and keep your explanation to a sentence or two.