TEMPLATES = { "distress": "peer support coping strategies feeling overwhelmed distressed {query}", "anxiety": "managing anxiety stress relief student mental health {query}", "frustration": "dealing with frustration academic pressure stress {query}", "neutral": "{query}", "hopeful": "positive coping wellbeing success {query}", } TRAJECTORY_PREFIX = { "escalating": "urgent emotional support crisis prevention ", "stable_negative": "ongoing support persistent distress ", "de_escalating": "positive reinforcement progress ", "stable_positive": "", "volatile": "emotional regulation grounding techniques ", "stable": "", } LABEL_NAMES = ["distress", "anxiety", "frustration", "neutral", "hopeful"] def route_query(raw_query: str, emotion_label: int, trajectory: str) -> str: label_name = LABEL_NAMES[emotion_label] template = TEMPLATES[label_name] prefix = TRAJECTORY_PREFIX.get(trajectory, "") routed = prefix + template.format(query=raw_query) return routed.strip()