Over the last several years, the issue of financial literacy seems to have risen on the agendas of the young generation. For youth in the Malaysian context, the needs for financial literacy are increasingly significant. The Bank Negara Malaysia Museum Art and Gallery (BNM MAG) fortunately educates the public through exhibitions that encourage financial literacy understanding by visitors. The research explored the links between motivation, satisfying experiences and generic learning outcomes of BNM MAG's visitors. The study showed four important satisfying experiences which had major and positive effects on young visitors' generic learning results, including affective, cognitive, sensory and social experiences. In addition, it indicated that motivation positively affected generic learning outcomes and lead to knowledge gains. The researchers anticipate that lawmakers or museum directors should be consulted to manage the use of museums for the young generation, which more likely to value the satisfying aspects of the experience, especially during the museum tour. This study gives a glimpse into the links between museum learning and ideas for future studies.