It could be, but I think the idea that they lied is a much simpler explanation. Emotion based trauma works like a charm.
"I saw it on TV bro!"
Discussion
Yes that too. Although I've never seen anyone challenging them (the 'astronauts') in reality, ie some video etc...Strange.