If you open a new tab from an existing tab, your session persists across tabs. So, for example, middle clicking on the Hacker News logo will preserve your HN session across tabs.
Huh, this is how I expected it to work and it does work for hacker news but it doesn't work for one site I want it to work for. I'll have to dig deeper, thanks.