The video show the president wiping away tears, while speaking to volunteers and staff at his campaign headquarters in Chicago on Wednesday.
"I'm really proud of you and what you have done," the president said to applause. He also told the young crowd that there was no limit to what they could accomplish.
The video has more than 786,000 views on YouTube.
The Associated Press contributed to this report.