For a delete request, http status code 200 or 204 implies resource deleted successfully.
9.7 DELETE
A successful response SHOULD be 200 (OK) if the response includes an entity describing the status, 202 (Accepted) if the action has not yet been enacted, or 204 (No Content) if the action has been enacted but the response does not include an entity.
So you can either return the object with 200 status code or empty response with 204 status code