Burnt popcorn smells so bad because of those chemical reactions that are happening at high temperatures. To be precise, burning popcorn causes the formation of volatile compounds such as pyrazines and aldehydes. These both produce very strong odors, although pyrazines in particular create that uniquely bitter smell.