I was graduating high school around then. It definitely did impact teens that much. Net job growth was negative by 300K+ for over a year. More than 800K jobs were lost in November 2008 alone. Lots of stress at home, and you're more than old enough to notice. So you start reading the news, where you find lots of people were speculating about if not a great depression at least a lost generation.
Graduating into GFC was terrifying.
I'm sure some were sheltered from it or blissfully unaware, but many were very aware.