You can access below to associations to a (very small) set of selected words (in French):
La synonymie est une relation importante en TAL mais qui reste problématique. La distinction entre synonymie relative et synonymie subjective permet de contourner certaines difficultés. Dans le cadre des vecteurs conceptuels, il est alors possible de définir formellement des fonctions de test de synonymie et d'en expérimenter l'usage.
The displayed results will give some clues. Related words come with their distance to the request vector computed from the request words (which are most probably polysemic - check their definitions if you are not sure). The closer to 0 the "greener" is the distance and the closer to pi/2 the "redder". The font size of the distance is an indicator of the word relative frequency (a common word tends to be big and a rare one tends to be small). In the above form, you have more option (concept display, filtering, etc.).
Note
In formulars where several words are allowed (like for the first one of this page), the space character is considered as a separator. Compound words (like "pomme de terre") would be written with an underscore instead of the space (like "pomme_de_terre").
Quelques représentations graphiques
Des espaces lexicaux.