I had 3 accounts under my MetaMask Chrome extension. One of them had some small deposit. I have reinstalled the extension and used seed phrase to get access again. However, I can see only one account (with zero funds). 

Does it mean I lost access forever? I've read that a seed phrase gets access to a whole list of addresses. I still know the public key of the needed lost account. Is it possible to recover, still?