Chemical pregnancy

I had a chemical pregnancy a couple months back and it was deeply upsetting to my husband and myself, not to mention my mother who was beside herself in excitement when I had told her we were expecting. 
I had a positive test last week and I haven't told anyone in my family yet because I'm nervous I'll lose this one too. I took tests just now and the positive line is gone. Help??