I like warm, rainy days with a temperature of at least 70°F, low barometric pressure and humidity at around 100%; wind direction NNE at a speed of 10-15 mph—during Spring.
However, during Autumn, I prefer moderately cold, damp, windy days with temperatures ranging from a pleasant 50°F to a somewhat chilly 35°F and moderate to low barometric pressure (just in case I am in the mood for autumn rain). The humidity would have to be at around 70-90% percent... It'd also help if the sky were overcast with stratocumuliform clouds throughout and an overlayer of cirriform clouds for that winter nip. Wind speed can range from strong to moderate—50mph to 10mph, perhaps (just so long as its effects aren't disastrous.
During Winter and Summer, however, I tend to enjoy lots of snow and thunderstorms, respectively, but not that big a fan of the extreme temperatures. Thundersnow is a neat phenomenon I look forward to during Winter (heard some just the other night)...