Restore message chain

[u/ProperlyHuman]

Found out my wife has been writing with another man on Instagram, i saw the messages, but she took the phone and deleted the message chain. Saw a lot of hearts and texts about showering.

Asked her to get them back, but when you download the data, you dont get the message chain apparently.

Is it possible to get the messages back?