Catalysis of the reaction: S-adenosyl-L-methionine + phosphatidylethanolamine = S-adenosyl-L-homocysteine + H+ + phosphatidyl-N-methylethanolamine.
S-adenosyl-L-methionine:phosphatidylethanolamine N-methyltransferase activity