She doesn't love him.
That's not insecurity. She just likes the feeling of longing for someone, or having a boyfriend around.
If she was insecure she would feel GREAT when he was around, like jump on him and smother him, not feel less toward him.
She's at least being a good enough person to admit it to him, don't feed his delusion of keeping her, it will just hurt him.