Look at how full the plane is for those flights. If they are pretty full that may be why they raised the price. If they are empty you can take a gamble and see if it goes back down.
We are one pass members but usually use Jet Blue out of EWR when we can. Jet Blue was actually more expensive for a while, but then evened out when we booked.