Must see the Great Ocean Road and feed the lorikeets in Lakeside after taking the Puffing Billy from Belgraves, BTW they prefer sausage rolls!! PM me for accommodation recommendation if needed.
There is nothing to watch over Easter , sight seeing I would suggest to drove to Queenscliff then take the ferry back to Port Sea and drive back to city so at least you can have a round trip.