Real insight?

You are given a stack of 10 employee surveys and told to figure out the team's sentiment. The two question survey has 1 question with a numeric scale (1-10) where employees answer how inspired they are at work and a second question for free form text.

You are asked to perform a sentiment analysis on the free form text. Would performing sentiment analysis on the text be appropriate?