Social-media users were quick to chime in:
This isn't the first time Biden’s affection has raised eyebrows. In February 2015, he made headlines after he put his hands on the shoulders of Stephanie Carter, wife of Defense Secretary Ash Carter, and whispered in her ear.
>> Watch the clip here
– The Cox Media Group National Content Desk contributed to this report.