If you got your news from non social media and looked at polls, not punditry, you'd have known the most likely outcome was pretty much what happened, the Republicans won a narrow majority.
Don't blame polling for your ignorance.
Edit: If you want an interesting (okay, interesting to nerds like me) recounting of the polling in 2022: