It depends on where in Sweden you live of course, but I always loved the moment the first snow was on the ground. It immediately makes the entire surroundings feel less glum, even during the short days of winter.
Agree on the impact of climate change though. The seasons used to be reliable like clockwork, and that hasn’t really been the case for the last decade and a half or so.