To me it seems like it's more about control: Before coffee you are tired and sleep well, then "flip a switch" (drink coffee) and you are alert and ready for the day. And you can do this even if perhaps you didn't sleep well, or not enough, or you just take a while to wake up, because otherwise you are not productive for a while.

Yes, the baseline is unchanged - but it's controlled and on demand.