With the information provided ,I understand that your depressive symptoms improved but failed to respond after that . You also said you felt elated after taking the medications.
It is important that you need to consult a Psychiatrist to clearly understand what is going on .
I can only say that your issues do have a solution.
Next Steps
Consult a Psychiatrist and discuss various treatment options and follow that please.