I have three theories after episode 3:
1. They break up, see other people and then come back to each other again in episode 5
2. They have a knock down, drag out fight about all the shit that they haven't being dealing with and agree that they still love each other and want to make things work
3. they break up and become friends again, or a Just Like the Movies ending that implies they are on good terms and could end up back together later (I actually really liked the ending of Just Like the Movies for that particular series but really don't want it here).