i already took step 1, and my uworld subscription expired, but i'll give it a shot at explaining it from memory.
each AA has certain pKa's for when hydrogen ions come on or off the AA. so i think that each bump in the graph represents a hydrogen coming on/off. if you're in the basic pH range then hydrogen ions are more likely to come off the AA. if you're in the acidic pH range, there's going to be more H+ around in the environment, so the AA is more likely to be protonated.
anyway, i'm not sure if that's 100% correct... i already forgot a lot since i took the exam, but hope it helps somewhat.