In a mixing bowl, cream together butter and sugar until fluffy; beat in egg and vanilla. Combine dry ingredients; gradually add to creamed mixture, mixing between each addition (batter will be very firm). Shape into 48 balls, about 1 inch round, and place on ungreased cookie sheets (I line mine with parchment paper). Push 1 cherry halfway into each ball.