Last time I declined, I simply cited the impact on job searches and offered to sign for a much shorter term, or keep the discussion relevant enough to qualify whatever business was on the table.

There are perfectly honest reasons to decline and or modify an agreement. Simply state them and offer your earnest intent to make it work for everybody.