Catalysis of the reaction: guanosine(10) in tRNA + 2 S-adenosyl-L-methionine = 2 H+ + N(2)-dimethylguanosine(10) in tRNA + 2 S-adenosyl-L-homocysteine.
N(2),N(2)-dimethylguanosine tRNA methyltransferase