Each payment is uniquely identified with an ID, which is created at the first action administered to a payment – usually the authorization.
To view payment history, include this ID in your request. You can get all the actions, fees, and amounts associated with the payment.
In the CSV report, you'll see that each row corresponds to a payment fee or an amount relating to a certain action.