I usually drink 4-6 litres of tap water while at work, and I have to use a personal heater at my desk to keep warm in winter (my co-workers complain if I set the thermostat higher). When it's summer, especially when it's 35+ degrees (95 F), I'm in heaven.
In fact, the coldest I've ever felt in my life (and I've lived in cold places like Moscow) was the one time as a silly freshman in college, when I drank just under a gallon of water (couldn't quite finish it) in under a minute on a dare. So very cold, and nothing could warm me up. Just had to wait it out.
Water drinking contests, along with overhydration during/after intense physical exertion (e.g. marathons, partying on MDMA), account for nearly all known cases of death from water intoxication.