Check the Recycle Bin or Trash Folder Some Android phones, such as Samsung Galaxy models ... you may have the option to restore your deleted messages from a backup. Google provides backup services ...

Press for a while on the message you want to restore. Tap on the unarchive button in the top right corner. Check the recycle bin. If you are using a Samsung phone, your deleted messages are saved ...