You can use the word "actually" to talk about something that's really happening, not just a promise, a lie, a trick, a dream, etc. 

For example:

I can't believe that you're actually here!

I finally feel like I can actually understand what they're saying.

There's another way to use "actually", which is let people know about something surprising.