Hi Juliana,
I am on 10 mg of lexapro but I don't think that 20 is all that unusual. Interesting that you crash at 2 pm because I get anxious usually in the afternoon at around 3 or 4 and pdoc asked me what time the anxiety usually hits.
Go for it. Good luck & hope you are feeling better soon.