If, in carrying out such program during such fiscal year, a State agency incurs costs that exceed the amount allocated to the State agency under paragraph (1), the Secretary shall pay such State agency an amount equal to 50 per centum of such additional costs, subject to the first limitation in paragraph (3), including the costs for case management and casework to facilitate the transition from economic dependency to self-sufficiency through work.