The Japanese culture is not a very extroverted culture, in that feeling of love is more than often implied, rather than articulated directly.
Traditionally, calling the person by the first name (without suffixes such as -san, – kun, -chan, etc) expresses a very high level of intimacy, which usually happens privately in a closed space.