Most people would feel guilty after eating a lot of unhealthy food, so someone who doesn't feel any guilt is not normal and hence should not feel overjoyed.
Consider the statement "I felt pretty bad that I ate 12 buckets of KFC last night and didn't even bat an eye.". Is the statement "I feel overjoyed that I pigged out on KFC last night and barely felt any guilt" false? Yes/no/unknown