1 Using your hands pull out the prickly, purple tipped leaves and discard. 2  Using a small spoon, scoop out the fuzzy choke and discard. 3  The cavity should be smooth now.  Rub the entire artichoke with a lemon half to prevent it from oxidizing, or turning brown, and squeeze some juice into the cavity of the artichoke.