The list of events is not dynamic, so to retrieve the up-to-date list you will need to return to the home screen then re-open the events screen.
The events list is configurable, allowing you to specify the number of events to display when the events screen is opened. Press the 'config' link in the top right corner then enter the number of recent events to display (1-2500).