Our CLARIAH research pilot 'Narrativizing Disruption' (NarDis) investigates how (digital) humanities researchers who use audio-visual materials in their research practices can benefit from digital tools that help them better understand how media representations construct meaning. This research pilot uses a case study approach to delve deeper into the relationship between scholarly search and storytelling -by concentrating on how, specifically, the Media Suite's exploratory search tools can help to understand how 'disruptive' media events are constructed as narratives across media, and instilled with specific cultural-political meanings. This article presents the methodological insights of the research pilot, in order to explain how the existing features and functionalities of the Media Suite -specifically, its exploratory search tools -support such explorations. We discuss the challenges that we encountered during our research pilot, and identify a number of opportunities and recommendations for further Media Suite development.