The meaning of this sentence may mean that she likes or cares about male students to some extent, but she doesn't want this feeling to develop into a love relationship. She may want to keep this specious distance, or maintain a friendship or ambiguous relationship.
But the specific meaning of this sentence may be different due to different situations and contexts, so more background information is needed to understand it accurately.