You say you want your girlfriend to pay attention to you. The fact is she does not pay attention to you very well.
I thought about this, and it resonated. I've said this to her more than once.
One of my needs, was to be with someone who listens.
When I've been most unhappy in the relationship, has been when she did not listen, or cherry picked one thing out of a conversation.