Jersey, you are not alone. This forum has many entries by spouses who were shocked when they learned their partner is a crossdresser and more entries by crossdressers who have kept their dressing a secret for years.
Many crossdressers are ashamed of their situation and have problems accepting themselves which makes it difficult to be honest with their partners. there are many spouses on this forum who will be happy to share with you.