The red block indicates that something went wrong with tracking at that time and the device stopped providing sensor data for some reason. Usually those are some non-standard battery optimizations or battery savers, the battery gets too low so we preserve it for the alarm or connectivity issue if you use a wearable.
This is a companion discussion topic for the original entry at https://sleep.urbandroid.org/docs/faqs/red_sections_graph.html