A lexical frequency analyzer that maps text to archetypal categories using alphanumeric reduction.
Type any word, name, phrase, number, or combination. Numbers are converted to their English word form automatically. Each letter is assigned a value (A=1 through Z=26), summed, and reduced to a single digit.
The archetypes below were not predefined. They emerged from processing 370,105 unique English words through alphanumeric reduction and analyzing what meanings naturally clustered at each frequency. Each bucket holds almost exactly 11.1% of the language — the differentiation is not in quantity, but in semantic content. The meaning is in which words land where.
The frequency of potential. Raw elemental material waiting for direction. Not yet good or evil, not yet creation or destruction. The moment before the first choice. The spark that hasn't yet decided what to burn.
41,258 words (11.15% of all English words)
Nature/elements (9 hits), Body/physical (8), Knowledge/mind (8). The raw materials of existence cluster here — air, ash, stone, body, flame, spirit. This isn't just ignition — it's the pre-form. The elements before they become anything.
Physical Human Action
Bodies in motion, gestures, encounters, and physical verbs. People doing things. The internal Catalyst Force stepping out of the mind and taking immediate, kinetic action in the physical world.
Data anchors: waded, glanced, hopped, shoved, waved, wept, fists, slain
The frequency of visible opposition. Not hidden duality but dualities you can see: light and dark, rule and revolt, death and time. The world divided into paired forces. The crack that reveals both sides of everything.
41,226 words (11.14% of all English words)
Light/dark (8 hits), Nature (7), Power/authority (7), Death (6). The bucket with the strongest light/dark polarity. Light AND fire. Death AND time. Prayer AND doom. Collapse AND foundation. Authority, revolt, rule — power and its opposite in tension.
Confrontation and External Force
Things happening to people. Collisions, disruptions, and institutional forces applying pressure. Internal tension manifesting as literal, external friction and conflict.
Data anchors: angry, tearful, capsized, gang, beaten, foreclosure, gunfight, stampede
The frequency of manifestation. Not just feeling but feeling made flesh. Where potential becomes real. Where pain and peace both have a body to live in. Where abstract becomes physical.
41,031 words (11.09% of all English words)
Creation/building (7 hits), Connection/relation (6), Violence (5). Blood, human, birth, build, angel, curse, eternal, shield. Family words cluster here (daughter, son). This is where abstract becomes physical. The point where potential [1] becomes real.
Measurement and Proportion
Quantifying reality. Ratios, comparisons, statistical reasoning, and scientific framing. A complete pivot — instead of representing turbulence itself, this frequency represents the mathematical tools humans use to measure and control that turbulence.
Data anchors: proportionately, inversely, outcomes, generalize, probability, stratified
The frequency of structural damage — and the structure that emerges from it. Father lands here (the first authority figure who can wound). Mind lands here. Silence lands here. Soul lands here. The damage isn't random — it's architectural. It builds something.
41,054 words (11.09% of all English words)
Violence/conflict (8 hits — highest pain-word concentration of any bucket), Time/change (6), Light/dark (5). Contains: aggressive, crash, danger, harm, hurt, pain, rage, victim. But also: father, mind, silence, soul, water. Design and pattern coexist with the wound. The structure that forms after impact.
Domestic and Mechanical
Household tools, appliances, and hands-on fixing. The domain of the kitchen and the garage. The abstract concept of internal repair grounding itself perfectly into the literal, tactile maintenance of our immediate environment.
Data anchors: cooker, faulty, carburetor, treadmill, thermostat, gear, envelope
The frequency of extremity. End and life. Void and power. Slave and king. Wound and dream. The place where opposites don't cancel each other but amplify. The fulcrum between destruction and will.
40,893 words (11.05% of all English words)
Death/ending (8 hits — highest: dead, dying, end, fate, funeral, gone, tomb, void), Violence (6), Creation (4), Body (4). This bucket holds the most extreme contradictions. Not just motion — the place where opposites amplify each other.
Systems and Infrastructure
Large-scale organization, frameworks, operations, and institutional scaffolding. The Active Charge scaling up from an individual heroic rise into the massive engines that run human society.
Data anchors: economic, development, research, algorithms, architecture, proliferation
The frequency of underlying structure. The only bucket where no semantic domain dominates — because 6 is the pattern that contains all patterns. The operating system. The grid reality runs on. Truth and sin share the same frequency because both are structural — truth is the grid holding, sin is the grid breaking.
41,109 words (11.11% of all English words)
Violence (6), Sacred/spiritual (6), Creation (5), Death (5), Nature (5), Knowledge (5), Time (5). The most evenly distributed bucket across all semantic domains. No single domain dominates. Dawn, order, seed, truth, war, sin — all coexist here because 6 is the pattern that contains all patterns.
Records and Chronicle
Documentation, publishing, dates, and institutional memory. What gets written down and preserved. The Law of Design recorded — the harmonic balance of reality is maintained by tracking its history.
Data anchors: chronicle, affairs, publications, released, documents, october, february
The frequency of directed force. The violence here isn't chaotic or structural — it's chosen. Sword and destroy in the same breath as grace, miracle, and create. The one who climbs the mountain alone carries both a weapon and a vision. The will decides which gets used.
41,337 words (11.17% of all English words)
Violence/conflict (9 hits — highest of all buckets: clash, destroy, fury, hate, hostile, kick, murder, sword, violent), Emotion (6), Creation (5), Sacred (5). But also the sacred: church, grace, miracle, prophecy. And creation: construct, create, develop, form, vision. Dark, shadow, earth, mother, mortal.
Nature, Heritage, and Culture
The organic world, cultural identity, tradition, and endurance. Things that grow and things that last. Conviction and Will taking root — the inflexible identity becomes the deep heritage of biology and human culture.
Data anchors: celtic, lager, footballer, fern, salamander, herbaceous, worshipped, kingfisher
The frequency of the gate. Faith and doubt share this frequency. Hope and grave. The threshold between worlds. Where you stand at the door between known and unknown, and what you believe determines what you see on the other side. Heal is here because healing requires crossing a boundary.
41,184 words (11.13% of all English words)
Emotion (8 hits), Knowledge/mind (7), Sacred/spiritual (6), Connection (6), Power/authority (5), Death (5). Where knowing meets unknowing. Faith and doubt. Hope and grave. Prophet and chain. Also: betray, bond. This is where you stand at the door between known and unknown.
Damage and Pathology
Harm to bodies and systems, medical damage, degradation, and the attempt to repair biology. A flawless physical match — the Boundary of the Real is exactly where the biological vessel hits its absolute limit and breaks down.
Data anchors: prefrontal, hepatic, cruciate, psoriasis, aneurysm, scarring, hemorrhage
The frequency of everything felt. Not one emotion but all of them simultaneously. Love and anger. Comfort and despair. The body that carries it all. Child is here because a child is pure emotional response before the filters form. Divine is here because divinity is totality held without collapse.
41,013 words (11.08% of all English words)
Emotion/feeling (10 hits — highest of any bucket in any domain, the only one to hit double digits: anger, comfort, despair, grief, jealousy, love, lust, sadness, sorrow, worry), Violence (7), Body (7), Movement (6), Light/dark (6). Also strong in body (bone, breath, hand, head) and movement (chase, dance, journey, path).
Structure and Form
Physical architecture, spatial orientation, shape, position, and what the earth is built from. The ultimate pivot — Emotional Totality collapsing into its final terminal state. Once the raw emotion is entirely spent, all that remains is the cold, immovable geometry of the rock.
Data anchors: shaft, structural, shale, vertical, pit, rocky, geometry, corrosion, dam
Tested against 370,105 words, three frequencies are structurally distinct from the rest — not in quantity (all buckets hold ~11%) but in semantic character:
3 — Incarnation. Where creation and building cluster strongest. The point of manifestation — abstract becomes physical.
6 — Law. The only bucket with near-equal distribution across all semantic domains. The underlying pattern. The grid. The code.
9 — Totality. Where emotion peaks at the highest concentration of any bucket in any domain. Full spectrum. Completion.
3 makes it real. 6 makes it ordered. 9 makes it whole. Then 1 begins again.
Each letter is assigned its position in the alphabet (A=1, B=2 ... Z=26). All letter values in the input text are summed and repeatedly reduced until a single digit remains. No master numbers — everything reduces completely. English only, as other languages do not map to this letter-value structure.
The nine archetypes were not assigned top-down. 370,105 words were calculated first, and the meanings emerged from what clustered together. The semantic layer was analyzed using the top 50,000 most common English words by real-world frequency. This is a living system — as new words are calculated and verified, the archetypes continue to sharpen.