Hi Yann:
The transaction History table is "APTransactionHistory_ap81bhst". But it's odd that the table you picked would be empty. That is the transaction table for all Current (unpaid) transactions. Unless your Payables department has paid all invoices and just run Period End, you would expect to find something in there. Check what the History table shows and let us know.