One aspect of this particular cognitive dissonance has always baffled me: you can, for example, see lots of pictures in reddit's "r/aww" subreddit of adorable pigs and cows, and in many cases the draw is the way these animals show behaviors analagous to humans, e.g. cuddling, or playing a game, or enjoying a pet by a human. And folks could coo over these adorable pictures while eating bacon or a burger.
And similarly people have no problem eating pork or beef, but express sheer disgust at the thought of eating horse or dog meat. At some point you realize that these distinctions are arbitrary.
This is certainly a very unpopular opinion in the population at large, but I've always been interested in how cultures can look back at earlier versions of themselves and be amazed at how wrong humans previously were, e.g. with slavery, treatment of women, colonialism, attitudes toward homosexuality, etc. I think that in the future societies will look back at our consumption of meat, especially factory farming methods, and wonder why it took us so long to change our attitudes on this issue.