Yes I think pheromones are a big factor. I'm on T and I have a man smell now, my pal Mark says I smell like a guy now, and well, I find that to me my smell is "utilitarian" instead of "Mmmm girl smell".
Read that to mean I'm a stinky guy now, but I like it.