Storm Shelter Affordability Act of 2014 - Amends the Internal Revenue Code to allow an individual taxpayer a refundable tax credit, through December 31, 2017, for the lesser of 50% of qualified storm shelter costs or $1,000. Requires such a storm shelter to be placed on property adjacent to a dwelling unit owned by the taxpayer.