In case anyone was still wondering about how it happened in the novel
XingHe was definitely conscious since it's stated that he returned her embrace and even nibbled her shoulder, leaving a mark.
She did, however, use some sort of aphrodisiac on him, since it mentions a weird smell (probably)...