Maybe it would help if you journaled what you are thinking of after you see your girlfirend. Maybe it is fear of a relationship, maybe you are missing her. There can be lots of emotions during a relationship and understanding how you feel after seeing her and what you are thinking of when you are feeling depressed can help with the understanding.
Good Luck!