intellectual attraction
When a person may be more attracted to someone’s brain and intellect than their physical looks. The person may be average in appearance but their intelligence boosts their allure. On rare occasions it can lead to a mutual animal magnetism that may result in sex or brain sex.
He couldn’t ever say he found her physically attractive, but the intellectual attraction was strong enough to raise his curiosity about her in bed.