Contract not explained and now loopholes

I signed up for a gym contract with Virgin Active Red Little Falls. I would like to have kept it but financial strains means I need to cancel. I went to cancel and was told I have to pay a 40% cancellation fee. I was never told this in fact I didn't even see the contract and it wasn't explained to me at all. I refuse to pay this fee and would like some assistance