We perform the first direct mass measurements of neutron-rich titanium isotopes around neutron number $40$ at the RIKEN Radioactive Isotope Beam Factory by using the time-of-flight magnetic-rigidity technique. The atomic mass excesses of measured nuclei suggest emergence of the Jahn-Teller stabilization around $^{62}$Ti.