WARNING: This page is about a different car, the 2006 Toyota Tundra and 2005 Toyota Tundra. However, it is still accessible from the selected car via links, so may be relevant.
Check for fluid leak from the actuator or the hydraulic lines.
Fig 1: Checking For Fluid Leak From Actuator Or Hydraulic Lines