Google Contacts - only My contacts, not Others I have Samsung Galaxy Note II, Android 4.3

I have synchronized it with my Google Account. The problem is that when I search for a name, it also searches all the contacts I have ever send an email to. I want it to search only My Contacts (the name of default group in GMail of contacts I have saved manualy), not Other Contacts. Is it possible? Thanks

EDIT:
I'm not looking for how to display only certain group. I'm looking for how to search only in certain group.
On my phone (moto x) I had to go to the People app, touch the three dot icon, and touch "contacts to display" option. Then select the "back up assistant" option instead of any other option in order to only display those contacts that are stored on my phone.