The Truth of Fact, the Truth of Feeling
Ted Chiang has a very interesting novelette that deals with this same subject. It's called "The Truth of Fact, the Truth of Feeling" and can be found in his 2013 story collection "Exhalation."
I highly recommend it for anyone who would like to dig a little deeper into this topic.