Because of the heat, humidity levels are higher in the summer. Temperatures that are warmer can hold more moisture than those that are colder. As a result, it is the temperature that determines everything. Even when saturated, cold winter air contains significantly less moisture than warmer summer air.
When the humidity rises, we start to feel uneasy because our perspiration has nowhere to go.