Perhaps you can try giving the player partial info about the events instead of telling them outright. You could base this on alien races. The event icons could show the race but not the what the event is. There could be a run metagame of picking choices of the same race. Maybe you could build rapport with a particular race and get items that boost favourable outcomes from that race's events.