Squee,
Its got nothing to do with your type of engine oil....
Your socket seals have hardened/cracked & need to be replaced... pic below
Oil is seeping through the rocker cover and pooling in your sparkplug socket, the oil then seeps through the plug thread and into the combustion chamber...