Significance Statement: Epilepsy is a brain disorder characterized by a pervasively increased risk to develop epileptic seizures. Sadly, patients with epilepsy also experience high rates of anxiety, depression and other psychiatric symptoms that significantly increase overall disability. While many mouse models of seizures and epilepsy exist, we need improved techniques to measure how new treatments impact not only seizure occurrence, but also emotional changes that persist in between seizures. In this study, we apply the technique of home-cage monitoring to clarify precisely how spontaneous mouse behavior is altered in three distinct epilepsy models. Our work illustrates the importance of an ethologically centered appreciation of neuropsychiatric disability in mice and clarifies a new approach to the measurement of "seizure severity".