A new and distinct cultivar of Nemesia plant named `Kirine-34`, characterized by its upright, outwardly spreading and uniformly mounded growth habit; freely branching and flowering plant habit; large bright yellow-colored flowers; relatively tolerant to high temperatures; and good garden performance.