When analyzing word choice, the aspect of a story that should be analyzed to determine the author's feelings is the tone. The tone is the attitude or emotional state conveyed by the author's language and word choice. By examining the specific words and phrases used, readers can gain insight into the author's intended emotions and attitudes towards the subject matter of the story.