Systems and methods for creating dynamic, real-time visual representations of multimedia content. A temporal metadata visualization module receives a plurality of temporal metadata tags associated with a time code reference, representing a plurality of attributes of the multimedia content at the particular time. During playback, the temporal metadata virtualization module applies a set of display preferences and creates a visual representation of attributes identified by the temporal metadata tags at a particular time code reference. The visual representation changes based on the temporal metadata tags of a point within playback of the multimedia content, enhancing a user's experience and engagement with the multimedia content.