It does depend on what rocks your boat.
There are the normal loads of clubs-come bars in the town centre
There are a couple of live theatre /music venues
It sounds terrible but the best thing about Reading is that it's handy for other places like Henley, Windsor, Oxford, London - all of which need a train/car
and it is very quick to "get into the countryside"