I think boomers are also a bit more unconditionally supportive of the state of Israel for some reason as well. Perhaps (and this is my speculation) they were more propagandized than younger people whom have better access to global communication and cultural exchange, and were therefore more Arabophobic on average.
Also, Israel is the US’s military foothold in the middle east, so it’s there as power projection to the oil-rich countries in the vicinity.