Definition of "Actually" :

adverb: used to imply that one would expect the fact to be the opposite of that stated; surprisingly

"You may actually be doing the right thing by walking out."

adverb: in actual fact

"To be nominally but not actually independent."

adverb: as a sentence modifier to add slight emphasis

"Actually, we all help clear up after a meal."

adverb: at the present moment

"The transmission screen shows the picture that is actually on the air."