The Blues were given a penalty early on in the Premier League clash at Stamford Bridge and Palmer seemed eager to take the spot kick as he picked up the ball.
Sterling stepped in and argued that he should be the one to take the penalty and a brief spat unfolded.
Enzo Fernandez stepped in as the peacemaker before long, giving the young summer signing the nod to take it.