What exactly are you trying to display? In a heat map, the default options sound like what you probably want: an x-axis (which you could assign to event_id using a terms aggregation) and a Value (the "heat" of the event_id).
If that doesn't work, providing a screenshot of what you're looking at and what'd you like would help me answer more thoroughly.