Most likely you just needed a bit more time on the stove. Kettle corn can be tricky as it mostly involves blindly judging, just by listening, whether your kernels have popped or not. It can take a bit of practice and a bit of listening, so keep some spare kernels handy and don't be discouraged if your first batch isn't perfect!