The beginning can be difficult because the absence of that artificial chemical induced pleasure. It takes awhile for the physical/biological side of things to level out and get back to normal. It's not nothing. It's a process, and it takes time.
If you suspect depression may be there in addition, I agree that an assessment for this would be wise.