I would checkout Annapolis and the surrounding areas closer to Annapolis. Your only 30 minutes from Baltimore and you can enjoy the water. While living in a nicer area. This suburban area will also give more space than any area around Baltimore while also being close to everything.

Edit- enjoy the water