Generally speaking, he wouldn't take her out.
Vincent had just twice met Stella. The first instance occurred when Clarence neglected to carry his paperwork. Stella brought it to work since she thought it would interfere with his work.
When the submissive woman looked directly into Clarence's icy eyes, a hint of disappointment...