AlleyBoo, Lets start with the easy question. Conceive is when the sperm fertilizes the egg. This happens in the few hours after you ovulate. The sperm that does that can however be from unprotected sex between Feb 2 and Feb 7.
So the guy you cheated with made you pregnant. Most likely on Feb 4.
Congratulations with your pregnancy and take care!