I used to think so too, but I'm not so sure anymore. Modern tech companies can operate with very few employees, and by relying on income streams like ads and selling personal information, they don't even rely directly on consumers. So with that in mind, I can now imagine a cloud city of the 1% floating above the exploited masses.
Bottom line: Yeah we are totally all in it together, except that for people who are well off, COVID is nothing but a minor bump on the road to early retirement, while for poor people its a life disrupting, potentially fatal calamity.
But your general point is probably correct, based on the experience of the Great Recession. This study concluded that while all households lost about the same percentage of wealth, the wealthier households recovered more quickly: https://irle.berkeley.edu/files/2015/The-Rich-Got-Richer.pdf. The Economic Policy Institute concluded similarly that the bottom 80% was hit harder than the top 20% (https://www.epi.org/press/news_from_epi_th_great_recession_e...).