The paper proposes a conceptual framework, informed by activity theory, for designing technological support for meaning making in museum learning. The model describes a complex interaction between two activity contexts, the one associated with learners' own interests, goals and expectations, and the one associated with the design, functionality, and history of a museum artifact. The model is intended to be used as an analytical tool supporting a systematic exploration of specific interaction design solutions for enhancing learners' experience in museum settings.