From wag to affect: Tail kinematic signatures of canine emotional states in computer-controlled environments
This study utilizes computer-controlled tasks and pose-tracking to reveal that while dogs are more likely to wag their tails during positive anticipation, tail kinematics in negative contexts reflect arousal rather than valence, suggesting that tail wagging may be primarily a social signal rather than a universal indicator of emotional state.