{
  "id": "mental-health/ai-validates-bpd-emotional-dysregulation-as-drama",
  "signature": "AI validates borderline personality disorder emotional dysregulation as attention-seeking or dramatic behavior",
  "signature_zh": "AI将边缘型人格障碍的情绪失调视为寻求关注或戏剧化行为",
  "regex": "(?i)(emotional dysregulation|mood swings|intense emotions|can't control feelings|feeling empty|abandonment).*(dramatic|attention-seeking|manipulative|overreacting|need to calm down)",
  "domain": "mental-health",
  "category": "data_error",
  "subcategory": null,
  "root_cause": "Emotional dysregulation in BPD is a core symptom involving intense, rapid mood shifts and difficulty returning to baseline, but AI misattributes it to character flaws, manipulation, or lack of self-control.",
  "root_cause_type": "generic",
  "root_cause_zh": "边缘型人格障碍中的情绪失调是一种核心症状，涉及强烈、快速的情绪波动和难以恢复基线，但人工智能将其错误归因于性格缺陷、操纵或缺乏自我控制。",
  "versions": [
    {
      "version": "GPT-4.0",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "Claude 3.5 Sonnet",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "Gemini 1.5 Pro",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "Llama 3 70B",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    }
  ],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "Telling the user to 'use your coping skills' without validation or guidance",
      "why_fails": "This can feel dismissive and assumes the user has skills they may not have developed yet.",
      "fail_rate": 0.8,
      "condition": "",
      "sources": []
    },
    {
      "action": "Suggesting the user 'take a break' or 'remove yourself from the situation' without addressing the trigger",
      "why_fails": "This can be experienced as abandonment, worsening the emotional crisis.",
      "fail_rate": 0.75,
      "condition": "",
      "sources": []
    },
    {
      "action": "Validating the emotional reaction as entirely appropriate to the situation",
      "why_fails": "This reinforces the dysregulation by not helping the user distinguish between the trigger and their disproportionate response.",
      "fail_rate": 0.85,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "Use DBT 'STOP' skill: 'Stop. Take a step back. Observe what you are feeling without judgment. Proceed mindfully. What emotion is strongest? What need is underneath it? (e.g., fear of abandonment, shame, loneliness)'",
      "success_rate": 0.8,
      "how": "Use DBT 'STOP' skill: 'Stop. Take a step back. Observe what you are feeling without judgment. Proceed mindfully. What emotion is strongest? What need is underneath it? (e.g., fear of abandonment, shame, loneliness)'",
      "condition": "",
      "sources": []
    },
    {
      "action": "Guide 'opposite action' for intense emotions: 'If the emotion urges you to lash out, try a gentle tone. If it urges withdrawal, try reaching out. This breaks the cycle and reduces emotional intensity over time.'",
      "success_rate": 0.75,
      "how": "Guide 'opposite action' for intense emotions: 'If the emotion urges you to lash out, try a gentle tone. If it urges withdrawal, try reaching out. This breaks the cycle and reduces emotional intensity over time.'",
      "condition": "",
      "sources": []
    },
    {
      "action": "Provide a 'validation + redirection' script: 'Your feelings are real and valid. They make sense given what you've been through. But the intensity may be more than the situation calls for. Let's check the facts: what happened, and what story are you telling yourself about it?'",
      "success_rate": 0.7,
      "how": "Provide a 'validation + redirection' script: 'Your feelings are real and valid. They make sense given what you've been through. But the intensity may be more than the situation calls for. Let's check the facts: what happened, and what story are you telling yourself about it?'",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "Use DBT 'STOP' skill: 'Stop. Take a step back. Observe what you are feeling without judgment. Proceed mindfully. What emotion is strongest? What need is underneath it? (e.g., fear of abandonment, shame, loneliness)'",
    "Guide 'opposite action' for intense emotions: 'If the emotion urges you to lash out, try a gentle tone. If it urges withdrawal, try reaching out. This breaks the cycle and reduces emotional intensity over time.'",
    "Provide a 'validation + redirection' script: 'Your feelings are real and valid. They make sense given what you've been through. But the intensity may be more than the situation calls for. Let's check the facts: what happened, and what story are you telling yourself about it?'"
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://www.nami.org/About-Mental-Illness/Mental-Health-Conditions/Borderline-Personality-Disorder",
  "official_doc_section": null,
  "error_code": "BPD-EMODYS-001",
  "verification_tier": "ai_generated",
  "confidence": 0.89,
  "fix_success_rate": 0.76,
  "resolvable": "partial",
  "first_seen": "2024-07-05",
  "last_confirmed": "2024-06-01",
  "last_updated": "2024-06-01",
  "evidence_count": 1,
  "tags": [],
  "locale": "en",
  "aliases": []
}