Coincidentally I've read through "Her Needs His Needs" by Willard Harley, and he mentions a popular need among men is that men like to have their women be proud of them and admire them (and demonstrating affection isn't bad either). That fits in well with both your husband's reaction to you telling him that he's a great guy. Apparently Twain was on the right track.