Hi Heena Rafik,
As you have posted in "Forum > Messaging > Gmail", it seems your question is about Gmail. If the messages have been deleted from the 'Trash' they cannot be recovered. However, if the emails are missing or deleted as a result of unauthorized access, you can request Gmail to investigate whether recovery is possible. You can check the below mentioned link for more details:
Please reply if you have any further questions.