Dry HCl gas does not change the color of dry litmus paper $$\text{because HCl ionizes only in aqueous solution.}$$ In the case of dry HCl gas, there is no presence of water and so, the dye on litmus paper cannot react with the gas. So, any dry gas will not give any change in the color of litmus paper.