Profit and Loss shows a negative income when there is an exceed in your expenses. You'll want to verify the transactions from your income and expenses and make sure they are posted in the correct accounts.
Go to Reports.
Enter Profit and Loss report in the search field.
Click the Net Income amount to show the list of the transactions.