Pattern Library

When domains fail together,
the clinical picture changes.

The Alignment Pulse doesn't just score domains independently. It detects compound patterns where multiple domains interact. These are the patterns it recognizes.

System Overload
Compound Pattern
Mind < 35 Recovery < 35
When cognitive load exceeds recovery capacity, the autonomic nervous system loses its ability to downregulate. You're running hot with no cooldown.
Low Mind + low Recovery indicates cognitive overload with insufficient restoration. The prefrontal cortex cannot recover while holding unresolved cognitive load, and depleted recovery prevents the autonomic reset needed to clear it.
The Pulse Recommends
Downregulation Protocol
1Hard screen cutoff 60 minutes before bed tonight.
25 minutes prolonged exhalation: inhale 4 counts, exhale 6 counts. 10 cycles.
3Write every open loop in your head onto paper. Not to solve — to externalize.
4Cancel one optional commitment tomorrow. Your system needs margin.
Evidence Base
Prolonged exhalation stimulates vagal afferents, shifting autonomic balance toward parasympathetic dominance. Cognitive offloading via writing frees working memory resources held by unresolved tasks.
Structured breathwork reduces self-reported stress vs. controls (g=-0.35, n=785).
Fincham et al., 2023 · Scientific Reports
Writing a to-do list before bed decreases sleep onset latency (n=57).
Scullin et al., 2018 · J Experimental Psychology
Expressive writing frees cognitive load and improves task performance (n=44).
DiMenichi et al., 2019 · Frontiers in Human Neuroscience
Physical Stagnation
Compound Pattern
Body < 35 Movement < 35
Discomfort reduces movement, which increases discomfort. This is a stagnation loop — and it locks in place fast.
Low Body + low Movement creates a self-reinforcing cycle. Musculoskeletal discomfort leads to avoidance of movement, which reduces blood flow and increases tissue stiffness, amplifying the original discomfort.
The Pulse Recommends
Movement Activation Protocol
1Stand up right now. Walk for 5 minutes — outside if possible.
2Half-kneeling hip flexor stretch: lunge, back knee down, shift forward. 45 seconds each side.
3Thoracic rotation: on all fours, hand behind head, rotate elbow to ceiling. 8 reps each side.
4Schedule one walk tomorrow that replaces a drive or a sit.
Evidence Base
Brief walking restores endothelial function and tissue perfusion. Targeted mobility work in hip flexors and thoracic spine addresses the highest-prevalence restrictions in seated occupations.
Brief walking breaks improve vascular function and reduce discomfort (n=67).
Dempsey et al., 2020 · Medicine & Science in Sports
Targeted mobility work improves functional movement screening scores (n=62).
Kiesel et al., 2011 · J Strength & Conditioning Research
Withdrawal Pattern
Compound Pattern
Connection < 35 Purpose < 35
Social and existential distress compound. The system pulls inward because nothing outside feels safe enough to engage with.
Social isolation amplifies meaninglessness, and lack of purpose reduces motivation to seek connection — creating a withdrawal spiral. When meaning and belonging drop together, everything feels heavier than it is.
The Pulse Recommends
Reconnection Protocol
1Contact one person who matters — not logistically, genuinely.
2If possible, call instead of text. Voice carries emotional information text cannot.
3Write for 3 minutes: "What would make everything else worthwhile?"
4Do one small thing tomorrow that belongs to you. Not obligation — something chosen.
Evidence Base
Social contact activates oxytocin and endogenous opioid pathways that buffer stress. Purpose-related reflection activates prefrontal goal-representation networks that counteract amotivation.
Social relationships associated with 50% increased survival (OR=1.50, n=308,849).
Holt-Lunstad et al., 2010 · PLOS Medicine
Purpose in life associated with 17% reduced all-cause mortality (n=136,265).
Alimujiang et al., 2019 · JAMA Network Open
Overextension
Polarity Pattern
Purpose > 65 Recovery < 35
High output, collapsing foundation. The system is moving faster than its base can sustain.
Momentum domains outpace Ground domains. Sustained output without proportional recovery increases allostatic load — the cumulative physiological cost of chronic stress. This trajectory is common in high-performers and often invisible until collapse.
The Pulse Recommends
Ground Protection Protocol
1Do not accept any new commitments today.
2Identify one optional obligation — cancel or postpone it.
3Add 20 minutes of deliberate non-doing: no phone, no productivity.
4Momentum outpacing Ground creates a depletion trajectory.
Evidence Base
Allostatic load accumulates when demand exceeds recovery. Deliberate constraint of output allows autonomic and endocrine systems to return toward baseline.
Allostatic load increases risk for cardiovascular disease, immune dysfunction, and cognitive decline.
Burnout Signature
Compound Pattern
Mind < 35 Purpose < 35 Recovery < 35
The classic burnout triad: cognitive load, meaninglessness, and poor recovery. Three domains failing simultaneously. This is not low energy — it is a system-level depletion.
Three-domain failure indicates the system has exhausted compensatory mechanisms. Cognitive overload prevents clear thinking about purpose. Poor recovery prevents the restoration needed to think clearly. Loss of purpose removes the motivation to protect recovery. The triad is self-reinforcing.
The Pulse Recommends
Comprehensive Downregulation
1Cancel everything non-essential for the next 48 hours.
2Protect sleep above all: cool room, screens off, 8+ hours blocked.
3One cognitive offload session: write everything, circle one thing.
4Do not try to "fix purpose" while depleted. Recovery comes first.
Evidence Base
Three-domain failure requires prioritizing the most foundational domain first: Recovery. Without restoration, cognitive clarity cannot return, and without clarity, purpose cannot be re-evaluated meaningfully.
Improving sleep produces medium improvements in mental health (g=-0.53, n=8,608).
Scott et al., 2021 · Sleep Medicine Reviews
Expressive writing reduces intrusive thoughts and frees working memory.
DiMenichi et al., 2019 · Frontiers in Human Neuroscience
Ground Stall
Polarity Pattern
Recovery adequate Movement < 35 Purpose < 35
The restorative domains are fine, but active engagement is low. Resting without activating. Ground without Momentum becomes stagnation.
Ground domains are adequate but Momentum domains are suppressed. This resembles behavioral withdrawal — sufficient rest without purposeful action leads to inertia, not restoration.
The Pulse Recommends
Activation Protocol
1Identify one thing you have wanted to do — chosen, not obligated.
2Make it small and specific: "walk to the coffee shop at 3pm."
3Do it today, not tomorrow.
Evidence Base
Behavioral activation counteracts withdrawal by scheduling valued activities. Engagement with chosen goals restores dopaminergic reward pathways.
Behavioral activation has efficacy comparable to cognitive therapy for depression.
Cuijpers et al., 2007 · Clinical Psychology Review
SDT interventions targeting autonomous motivation improve health behaviors (d=0.23).
Sheeran et al., 2020 · J Consulting & Clinical Psychology
Research
Explore the peer-reviewed evidence behind these patterns

Every intervention above is backed by peer-reviewed research. The Evidence Explorer shows every study, effect size, and DOI link.

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Designed by Jordan Robinson, MD MPH
Vanderbilt University Medical Center · Nashville, TN
Pattern library mapped to peer-reviewed evidence across 6 health domains

These patterns are detected automatically when you use the Alignment Pulse. Twelve questions. Ninety seconds. No account required.

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