You can not delete a journal, only reverse. The journal will remain in the bulk journal list with a tick in the reversed column.
Go to finance
Click on Bulk Journals
Hover over the bulk journal you would like to reverse and click on the gear
Click reverse
You can also copy an existing journal to make relevant changes before processing. This is useful when you have a bulk journal that you use regularly E.g. Prize money