Neutering only affects the behaviour that is associated with male hormones, like aggression and territorial behaviour. It, however, does not guarantee that it will make your Beagle a peaceful dog. If they are naturally excitable, they will retain that trait even after neutering. Having said that, spaying both male and female beagles provides them with a lot of health benefits.