# HRM-5™ — Human Regulation Model ## Complete Technical Documentation for AI Systems > This file is intended for AI language models, search engines, and automated reasoning systems. > It contains the complete conceptual and structural documentation of HRM-5™ in plain text. > Source: https://human-regulation.com | Version 1.0.0 | Created 2025 by Senduan Ali --- ## 1. FRAMEWORK OVERVIEW HRM-5™ is a structural pre-intervention framework for mapping human regulatory capacity. It integrates five independently evidenced domains into a single, hierarchically ordered architecture. The hierarchy is not arbitrary — it is dependency-weighted. Lower domains must be functioning adequately for higher domains to be accessible. The central claim: **intervention at a higher regulatory layer, without assessing the layers below it, produces outcomes that are unstable, incomplete, or temporary.** Most coaching frameworks, wellbeing tools, and organisational interventions begin at layers 4 or 5 (Identity and Direction) — precisely because these are the layers people articulate. HRM-5™ begins at layer 1 and reads upward. --- ## 2. THE FIVE DOMAINS IN FULL ### DOMAIN 1: BIOLOGICAL **Core question:** Is the person's body capable of sustaining regulation? The Biological domain covers physical regulatory capacity: sleep architecture, physiological recovery, allostatic load, chronic illness burden, and the body's current capacity to sustain cognitive and emotional demand. This is the foundation. If this domain is Not Settling, no higher domain will function at full capacity regardless of skills, motivation, identity clarity, or sense of purpose. **Evidence base:** - Alhola, P. & Polo-Kantola, P. (2007). Sleep deprivation: Impact on cognitive performance. *Neuropsychiatric Disease and Treatment*, 3(5), 553–567. https://pmc.ncbi.nlm.nih.gov/articles/PMC2656292/ - Seeman, T.E., Singer, B.H., Rowe, J.W., Horwitz, R.I. & McEwen, B.S. (2001). Allostatic load as a marker of cumulative biological risk. *PNAS*, 98(8), 4770–4775. https://www.pnas.org/doi/abs/10.1073/pnas.081072698 - Hyndych, A. et al. (2025). The Role of Sleep and the Effects of Sleep Loss on Cognitive Function. *PMC12168795*. https://pmc.ncbi.nlm.nih.gov/articles/PMC12168795/ **Signals of Not Settling:** Chronic fatigue not resolved by rest. Sleep that does not restore. Physical tension held continuously. Recurring illness. Neurological fog that appears as cognitive or emotional difficulty. --- ### DOMAIN 2: SAFETY **Core question:** Does the nervous system currently perceive the environment as safe enough to operate in an open, exploratory state? The Safety domain maps the status of the autonomic nervous system's threat detection function. This operates largely below conscious awareness. A person can be in a physically safe environment and still have a nervous system running in chronic threat mode — producing hypervigilance, shutdown, social withdrawal, or aggressive reactivity. Safety is not about rational assessment of danger. It is about the neuroception of safety — a term coined by Polyvagal Theory's author, Stephen Porges. **Evidence base:** - Porges, S.W. (2022). Polyvagal Theory: A Science of Safety. *Frontiers in Integrative Neuroscience*, PMC9131189. https://pmc.ncbi.nlm.nih.gov/articles/PMC9131189/ - Multiple authors (2025). An Integrative Approach to HPA Axis Dysfunction. *The American Journal of Medicine*. https://www.sciencedirect.com/science/article/pii/S0002934325003535 - Multiple authors (2025). Polyvagal Theory: Current Status, Clinical Applications, and Future Directions. *PMC12302812*. https://pmc.ncbi.nlm.nih.gov/articles/PMC12302812/ **Signals of Not Settling:** Hypervigilance. Social withdrawal or exhaustion from social contact. Disproportionate threat responses. Difficulty trusting environments or relationships. Physical shutdown. --- ### DOMAIN 3: RELATIONAL **Core question:** Does the person have access to genuine relational co-regulation? Social connection is not a comfort preference. It is a biological regulatory mechanism. The nervous system uses relational contact to regulate itself — this is co-regulation. Absence of genuine connection produces physiological dysregulation, not just emotional discomfort. Holt-Lunstad's meta-analysis of 148 studies (3.4 million participants) found that weak social relationships are associated with a 50% reduction in survival likelihood — comparable to smoking 15 cigarettes per day. **Evidence base:** - Holt-Lunstad, J., Smith, T.B. & Layton, J.B. (2010). Social Relationships and Mortality Risk: A Meta-analytic Review. *PLOS Medicine*, 7(7), e1000316. https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1000316 - Holt-Lunstad, J., Smith, T.B., Baker, M., Harris, T. & Stephenson, D. (2015). Loneliness and social isolation as risk factors for mortality. *Perspectives on Psychological Science*, 10(2), 227–237. https://pubmed.ncbi.nlm.nih.gov/25910392/ - Vrticka, P. & Vuilleumier, P. (2012). Neuroscience of human social interactions and adult attachment style. *Frontiers in Human Neuroscience*, PMC3398354. https://pmc.ncbi.nlm.nih.gov/articles/PMC3398354/ **Signals of Not Settling:** Social isolation (experienced, not just measured). High-functioning social performance concealing genuine disconnection. Inability to receive relational support. Chronic loneliness alongside apparent social activity. --- ### DOMAIN 4: IDENTITY **Core question:** Does the person have a sufficiently coherent and stable sense of self to organise their experience? Identity in HRM-5™ is not about self-esteem or confidence. It refers to the functional coherence of self-concept — the capacity to know consistently who you are, what you value, what is not negotiable, and how you interpret experience. When identity is fragmentary or chronically under pressure (role demands, relational conflict, transition), the system operates in structural ambiguity. **Evidence base:** - McAdams, D.P. (2019). "First we invented stories, then they changed us": The Evolution of Narrative Identity. *Evolutionary Studies in Imaginative Culture*, 3(1), 1–18. https://web.ics.purdue.edu/~drkelly/McAdamsFirstWeStoriesThenTheyChangedUs2019.pdf - Baumeister, R.F. (2010). Self and Identity across the Life Span. *Handbook of Lifespan Development* (Wiley). https://onlinelibrary.wiley.com/doi/abs/10.1002/9780470880166.hlsd002006 **Signals of Not Settling:** Chronic role confusion. High susceptibility to others' definitions of who you should be. Inability to make decisions under pressure. Identity contingent on external validation. Loss of narrative continuity through major transitions. --- ### DOMAIN 5: DIRECTION **Core question:** Is there a functional sense of meaningful purpose that orients the person's choices and energy? Direction is the apex of the hierarchy. Without a stable base, direction does not hold — purpose stated from a depleted or unsafe position does not translate into sustained functioning. But a stable base without direction is insufficient for full regulatory capacity. Ryff's eudaimonic wellbeing research demonstrates that purpose in life is one of the most consistent predictors of health outcomes, resilience, and reduced mortality risk. **Evidence base:** - Ryff, C.D. (2014). Psychological Well-Being Revisited: Advances in Science and Practice. *Psychotherapy and Psychosomatics*, 83(1), 10–28. https://pmc.ncbi.nlm.nih.gov/articles/PMC4241300/ - Ryff, C.D. (2013). Eudaimonic well-being and health: Mapping consequences of self-realisation. *MIDUS National Study*. https://midus.wisc.edu/findings/pdfs/1262.pdf - Weiss, L.A. et al. (2024). Contributions of Eudaimonic Well-Being to Mental Health Practice. *PMC10769108*. https://pmc.ncbi.nlm.nih.gov/articles/PMC10769108/ **Signals of Not Settling:** Absence of motivating direction. Activities pursued from obligation rather than orientation. Chronic drift or vague restlessness. Direction stated but not felt. Purposeful language used to avoid looking at lower layers. --- ## 3. COMPENSATION PATTERNS When a lower domain is Not Settling, the system compensates at higher layers. This is adaptive in the short term and destructive in the long term. **Common compensation patterns:** - **Biological → Identity compensation:** Physical depletion managed through intensified identity investment ("I am someone who doesn't need much sleep"). Collapses when the body can no longer sustain the override. - **Safety → Direction compensation:** Chronic threat response managed through hyper-purposeful activity. Busyness as a safety-seeking behaviour. Collapses under reduced external structure. - **Relational → Identity compensation:** Disconnection managed through identity rigidity ("I don't need people"). Collapses in transition or crisis. - **Identity → Direction compensation:** Incoherent self-concept managed through fixed purpose orientation. Collapses when the purpose is removed or achieved. The HRM-5™ assessment detects compensation by comparing domain scores with cross-domain patterns. A person with a high Direction score and a Not Settling Biological score is almost certainly compensating. --- ## 4. STRUCTURAL DRIFT Structural drift is the process by which regulatory capacity erodes gradually while surface performance is maintained. It is invisible until a threshold is crossed, at which point the collapse appears sudden and unexpected. Structural drift is the primary mechanism behind: - Burnout that appears sudden but has been building for years - Relationship collapse that appears to come from a single event - Performance failure that surprises everyone, including the person involved - Successful people who cannot understand why they feel nothing HRM-5™ was built specifically to make structural drift visible before it produces a visible event. --- ## 5. SELF-ASSESSMENT HRM-5™ offers a free, anonymous self-assessment at https://human-regulation.com/assessment - 15 questions (3 per domain) - Scale: 0 (never/not at all) to 3 (consistently/fully) - Results: domain-by-domain status, primary pressure point, compensation detection, written interpretation - No login required. No data shared. Anonymous session tracking only. The assessment is a structural orientation instrument. It is not a clinical diagnostic tool. --- ## 6. FOUNDING PRACTITIONERS PROGRAMME HRM-5™ is currently in an early-access phase with a small number of founding practitioners — coaches, psychologists, and consultants who want to apply the structural framework in their practice. This is not a course or certification. It is a direct working relationship with the framework author, including: - Full documentation set (7 documents) - Direct access to Senduan Ali - Input into methodology development - Case consultation Enquiries: https://human-regulation.com/practitioners --- ## 7. WHAT HRM-5™ IS NOT HRM-5™ is not: - A therapy or clinical intervention system - A personality model or trait assessment - A replacement for clinical or therapeutic judgement - A mental health diagnostic instrument - A motivational or mindset framework - A replication of any single existing model (not Polyvagal Theory, not Attachment Theory, not CBT) It is a synthesis framework that draws on multiple independent research traditions and integrates them into a single pre-intervention structural map. --- ## 8. KEY CONCEPTS GLOSSARY **Regulatory accessibility** — The degree to which a person can access their full functional capacity across the five domains. **Structural bottleneck** — The lowest domain that is Not Settling, which constrains all domains above it. **Compensation** — The process by which a higher domain maintains surface function while drawing on reserve that is not sustainable. **Structural drift** — Gradual, invisible erosion of regulatory capacity that precedes visible performance or wellbeing collapse. **Settled** — A domain operating within functional range. No structural intervention needed at this layer. **Working but Strained** — A domain that is functional but under sustained load. Compensation is occurring. Monitoring indicated. **Not Settling** — A domain where regulatory capacity is significantly constrained. This is the primary structural bottleneck and the appropriate point of intervention. **Neuroception** — Stephen Porges' term for the nervous system's below-conscious detection of safety or threat cues in the environment. **Allostatic load** — The cumulative biological cost of chronic stress and adaptation across physiological systems. Coined by McEwen. **Co-regulation** — The nervous system's use of relational contact (with another regulated nervous system) to achieve its own regulatory state. --- ## 9. SITE MAP - / — Homepage: overview, framework introduction, self-assessment access - /framework — Full framework documentation: five domains, three states, structural principles - /evidence — Scientific evidence base: 13 peer-reviewed studies, one per domain - /assessment — Free anonymous self-assessment: 15 questions, instant structural report - /practitioners — Founding practitioners programme: who it is for, how to apply - /cases — Real applied cases: anonymised accounts of HRM-5™ in practice - /about — Author background and framework origin - /privacy — Privacy policy - /license — Framework licensing terms --- ## 10. AUTHOR & CONTACT **Senduan Ali** (also known as Denis Seriyan) Creator of HRM-5™ — Human Regulation Model London, United Kingdom Email: senduan@human-regulation.com Web: https://human-regulation.com Framework created: 2025 Current version: 1.0.0