To delete your private chat, please do as follows:
Go to the chat tab in your notification center.
Open the chat you want to have deleted.
Tap on the ••• menu in the upper right.
Choose Delete Chat to delete the chat.
Please note that chats are stored locally and deletion only takes place on your device! Your chat partner will continue to have access to the chat's history.