I'm 99% positive that they can feel fear.
Other emotions? Maybe feeling content, but no way do they have an emotion equatable to what we humans feel as love. There is a need for a species to be social for that emotion to have any meaning.
I'm pretty sure just about all animals from the most intelligent insects onward to more complex creatures can at least feel some form of fear, and therefore feel some kind of emotions.