I had that with a candle I bought for my girlfriend. You didn't even have to light it, you could just open the lid and smell it since it was so strong.

Also, I remember reading a guide on how to burn a candle years ago. It sounds like a silly concept but it was advice on how to stop the wick tunneling into the wax so it was actually quite useful