Confused from HPT

Hi, my husband and I have been trying for a baby for some time now and we were started on Letrozole. I am now due for my period in 8 days. This morning i took the first response pregnancy test which said I was pregnant, we were so excited then this afternoon I took another of the same test which said I am not pregnant. Has this happened to others? What should I do?