Percent RH is a measure of the amount of water the air can "absorb" at any given temperature.
A given volume of air can "absorb" more moisture when it is hot than when it is cold.
So for a volume of air with a constant amount of moisture the %RH will be higher when it is cold and lower than when it is hot.