Is this sentence correct? Does it sound ok for a native English speaker?

Are you also surprised?

I'm asking because I'm not a native English speaker. I'm not sure if it sounds natural.
I would use

"Are you surprised too."

instead, but I'd like to know if it sounds ok with "also" too.