I took the Mat-Perrin dialogue in the last episode, when Mat was giving him the dagger from his wife, to indicate pretty heavily he had feelings for him. (The way he said "... or the life of someone that I loved", looking at him.)
Though honestly, I couldn't give less of a damn, I'm not watching a fantasy show set in what's very much based on medieval Europe for social commentary.