Let Im denote the Euclidean ray transform acting on compactly supported symmetric m-tensor field distributions f , and I * m be its formal L 2 adjoint. We study a unique continuation result for the normal operator Nm = I * m Im. More precisely, we show that if Nm vanishes to infinite order at a point x 0 and if the Saint-Venant operator W acting on f vanishes on an open set containing x 0 , then f is a potential tensor field. This generalizes two recent works of Ilmavirta and Mönkkönen who proved such unique continuation results for the ray transform of functions and vector fields/1-forms. One of the main contributions of this work is identifying the Saint-Venant operator acting on higher order tensor fields as the right generalization of the exterior derivative operator acting on 1-forms, which makes unique continuation results for ray transforms of higher order tensor fields possible. In the second half of the paper, we prove analogous unique continuation results for momentum ray and transverse ray transforms.