There was a weird ominous noise when that happened, twice!
Hangouts display the image of whoever is currently making the most noise, so the ominous noise is probably some background noise being picked up by Eliezer's mic, and is what triggered it to show his image.
The video archive of the talk is available here
https://www.youtube.com/watch?v=Pm-5s__aZE0