We suspect that this might be due to the fact that depending on the location of a debate, certain candidates may bring bigger crowds into the debate's venue, therefore emotion cues can be a deliberate biased way of support.
emotion cues happening within the debate venue may not reflect the emotions induced to the audiences that followed the broadcast of the debate.