Answer
Yes, the temperature will rise.
Work Step by Step
You perform mechanical work on the broth with your shaking. Its internal energy will increase, along with its temperature.
A quantitative experiment was done by J. P. Joule (in whose honor the unit of energy is named) around 1845, who vigorously stirred a liquid to heat it up, connecting mechanical work and heat.
