Since the internet is instead a broadcast medium, it is much easier for big players to saturate the lines. ISPs naturally believe that _someone_ should be paying for what they interpret as the "extra load" from these big players, and that's not entirely unreasonable when you consider that some households will use 30Mbit/s streaming content to 4 devices for 10 hours per day, and the next household, which pays the same monthly internet bill, uses 5Mbit/s or less to read predominantly-text based sites for 2 hours per day.
Net neutrality is fundamentally large internet companies looking to keep their costs down by using government force to prevent ISPs from charging them usage-based "carriage fees" or similar.
Ultimately I don't know if that's good or bad, but I think it's important we recognize the fight over net neutrality for what it is: an arm wrestling match between industrial juggernauts to decide who is going to pick up the tab for the infrastructure that makes the net tick. The consumer is virtually a non-entity and just watching from the bleachers.