When discussing about a feeling we had in the past don't we use L'imperatif?

Bonjour Sandunika, I think you mean l'imparfait :-) You can use either imparfait or passé composé, it depends on the situation. J'étais malade = I was sick (ongoing) J'ai été malade = I got sick (all of a sudden)