Katie's feelings can be best explained by cognitive dissonance. Cognitive dissonance is the mental discomfort or stress that is caused by holding two contradictory beliefs or values at the same time. In this case, Katie holds the beliefs that animals should be treated with kindness, but she also enjoys eating lobster, which requires ending the animal's life. This conflict creates cognitive dissonance and causes Katie to feel guilty and upset.