I can +1 this. I'm on caffeine now, but once a year or so I will "detox" from it to reset for a few months. The first days/weeks are exactly like you said.

The only difference is that after a month or so, I go back to coffee - just at a greatly reduced volume. That first cup is absolutely heavenly.