What does it mean when we say "kinetic energy in an electron"?

The force in between the nucleus and the electrons

Temperature is a statistical quantity. The formal definition is T = dU/dS, the change in internal energy with respect to entropy holding volume and particle number constant. A practical definition comes from the fact that the atoms, molecules, or whatever particles in a system have an average kinetic energy.