HI Gina, its normal to feel it in your chest too, as it works both groups, plus a little bit of shoulders. Just focus on contracting the sides of your back (the lats) when you pull up the weight. Also, if your chest is burning, lower the weight until you can safely do the movement without feeling it so much there.
Good luck! -Christina