The mind that wants to be happy is probably the conscious, thinking mind whereas the body is being controlled, in your described situation, by the reactive/instinctive subconscious mind.
Do you mean body in a literal sense (your body feels sluggish/lethargic), or body as in you feel sad or down, but are wanting to or trying to feel happy instead?