Might be the meaning has changed over time.....
Discussion
Assuredly it has.
But take a gander at this:
https://webstersdictionary1828.com/Dictionary/Happiness
That should be fairly close to the meaning as defined in Jefferson's time, I would think. It is still a fleeting thing and I choose to pursue things with a longer time scale than fleeting happiness.