Fluorescence experiments hold great potential to develop and deepen student understanding of fundamental chemical concepts because the phenomenon is engaging and also illustrates many different chemical concepts and applications, including in quantum mechanics, spectroscopy, kinetics, equilibrium, and stoichiometry, through easily observable effects. Thus, many fluorescence experiments have been published for higher education. However, less attention has been given to analyzing students' actual learning and experiences in systematic ways. In this paper, we share findings from interviews with students who completed three different fluorescence laboratory experiments in general chemistry courses at an urban public commuter university, analyzed through the lens of meaningful learning. Interview data for the affective learning dimension of meaningful learning was done with Galloway et al.'s 18-word affective matrix with addition of a new category that emerged strongly in the interviews: "enjoyed". Interview transcripts were also analyzed for elements corresponding to the psychomotor and cognitive domains of meaningful learning. Results documented how important the affective and psychomotor domains were to students' experiences in this setting. In addition to the three domains of meaningful learning, we also documented the particular role of the process of "visualization" to the students and examined how students connected their observations to molecular-level processes and corresponding models using Johnstone's triangle as a framework. Our findings indicate that students primarily engaged with and appreciated the psychomotor domain and the visualization at the macroscopic level of the fluorescence experiments, which contributed to their understanding of the submicroscopic level but not at the symbolic level. By engaging students in the affective domain, the visually compelling experiments support deeper connections between macroscopic observations and submicroscopic models. We hope that this research informs future directions in designing curriculum and supports the effective integration of fluorescence experiments into general chemistry instruction.