I suggest using 3dLMEr with something like
3dLMEr -model “Session*Velocity*Pleasantness*Oxytocin+Movement+(Oxytocin|subject)+(Pleasantness|subject)”
If you're interested in comparing Session and Velocity levels, centering within each Session and Velocity may be important for Pleasantness and Oxytocin.
Gang