It seems so!
Throughout the evening, insiders saw the two holding hands at the event, and were together for a majority of the time!
The source explained:
"Emma is clearly smitten with Chace. They weren't making out, but you could tell they had a definite chemistry and were into one another."
We can't say we blame her!
It will be inneresting to see if this develops into anything more serious!
[Image via Getty Images.]