If a guy calls you “lovely” does it mean he might like more than just your looks?

I was at work and he was stood behind me with a little smile on his face and when I turned around and saw him, he looked into my eyes and said “lovely”. He kept smiling at me for a few moments, then walked away.

Am I right in thinking he likes me?
And is it the kind of thing a guy says when he likes who you are as a person as well?

If a guy calls you “lovely” does it mean he might like more than just your looks?
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