Applejack has been thinking long and hard about Twilight. It's gotten to the point that she feels there could be something more to her thoughts. Eventually, she tries her luck and asks her out.
What she wasn't prepared for, however, was the whirlwind of events that would take place afterwards. Both for better and for worse.