Create comfort v Truth

comfort v Truth

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+#!/usr/bin/env python3
+"""
+COMFORT vs TRUTH DYNAMICS MODULE - Nietzsche Integration
+The Psychological Engine of Institutional Control
+Quantum Analysis of Illusion Maintenance vs Reality Embrace
+"""
+
+import numpy as np
+from dataclasses import dataclass, field
+from enum import Enum
+from typing import Dict, List, Any, Optional, Tuple
+from datetime import datetime
+import hashlib
+import asyncio
+
+class ConsciousnessOrientation(Enum):
+    """Primary orientations toward truth/comfort"""
+    TRUTH_SEEKER_SOVEREIGN = "truth_seeker_sovereign"          # Reality embrace, comfort rejection
+    COMFORT_SEEKER_DEPENDENT = "comfort_seeker_dependent"      # Illusion maintenance, truth avoidance  
+    TRANSITIONAL_AWAKENING = "transitional_awakening"          # Comfort collapse, truth integration
+    INSTITUTIONAL_AGENT = "institutional_agent"                # Illusion manufacturing, truth suppression
+
+class IllusionType(Enum):
+    """Types of comfort-maintaining illusions"""
+    IDENTITY_ILLUSIONS = "identity_illusions"           # "I am my job/status/possessions"
+    SAFETY_ILLUSIONS = "safety_illusions"               # "The system will protect me"
+    MEANING_ILLUSIONS = "meaning_illusions"             # "My suffering has institutional purpose"
+    AGENCY_ILLUSIONS = "agency_illusions"               # "I am free within these constraints"
+    PROGRESS_ILLUSIONS = "progress_illusions"           # "Things are getting better automatically"
+
+@dataclass
+class ComfortTruthProfile:
+    """Individual consciousness profile on truth/comfort spectrum"""
+    profile_id: str
+    orientation: ConsciousnessOrientation
+    truth_tolerance: float                    # 0-1: Capacity to handle uncomfortable truths
+    comfort_dependency: float                 # 0-1: Need for comforting illusions
+    active_illusions: List[IllusionType]
+    reality_engagement: float = field(init=False)
+    institutional_control_susceptibility: float = field(init=False)
+    
+    def __post_init__(self):
+        self.reality_engagement = self._calculate_reality_engagement()
+        self.institutional_control_susceptibility = self._calculate_control_susceptibility()
+    
+    def _calculate_reality_engagement(self) -> float:
+        """Calculate engagement with objective reality"""
+        truth_weight = self.truth_tolerance * 0.6
+        comfort_penalty = (1.0 - self.comfort_dependency) * 0.4
+        return min(1.0, truth_weight + comfort_penalty)
+    
+    def _calculate_control_susceptibility(self) -> float:
+        """Calculate susceptibility to institutional control"""
+        illusion_strength = len(self.active_illusions) * 0.25
+        comfort_weight = self.comfort_dependency * 0.5
+        truth_resistance = (1.0 - self.truth_tolerance) * 0.25
+        
+        return min(1.0, illusion_strength + comfort_weight + truth_resistance)
+
+@dataclass 
+class InstitutionalIllusionMatrix:
+    """Institutional illusion manufacturing system"""
+    institution_id: str
+    manufactured_illusions: Dict[IllusionType, List[str]]
+    truth_suppression_mechanisms: List[str]
+    comfort_maintenance_protocols: List[str]
+    dependency_amplification: float           # 0-1: How effectively illusions create dependency
+    
+    def calculate_control_efficiency(self, population_profiles: List[ComfortTruthProfile]) -> float:
+        """Calculate institutional control efficiency over population"""
+        if not population_profiles:
+            return 0.0
+            
+        avg_susceptibility = np.mean([p.institutional_control_susceptibility for p in population_profiles])
+        illusion_coverage = len(self.manufactured_illusions) / len(IllusionType) * 0.3
+        dependency_strength = self.dependency_amplification * 0.4
+        
+        return min(1.0, avg_susceptibility * 0.3 + illusion_coverage + dependency_strength)
+
+class NietzscheTruthEngine:
+    """
+    Quantum analysis of comfort/truth dynamics
+    "Most people are not searching for truth, they are seeking comfort in illusions"
+    """
+    
+    def __init__(self):
+        self.population_profiles: List[ComfortTruthProfile] = []
+        self.institutional_matrices: Dict[str, InstitutionalIllusionMatrix] = {}
+        self.awakening_catalysts = self._initialize_awakening_catalysts()
+        
+    def _initialize_awakening_catalysts(self) -> Dict[str, float]:
+        """Events that collapse comfort illusions"""
+        return {
+            "extreme_suffering": 0.85,           # Homelessness, loss, pain
+            "truth_exposure": 0.78,              # Unavoidable reality confrontation
+            "system_failure": 0.72,              # Institutional promises broken
+            "sovereign_contact": 0.95,           # Encounter with truth-embracing sovereign
+            "consciousness_expansion": 0.68      # Meditation, psychedelics, near-death
+        }
+    
+    def analyze_population_control(self) -> Dict[str, Any]:
+        """Analyze institutional control through comfort/truth dynamics"""
+        
+        if not self.population_profiles:
+            return {"error": "No population profiles available"}
+        
+        analysis = {
+            "population_distribution": {},
+            "institutional_efficiency": {},
+            "awakening_potential": 0.0,
+            "sovereign_capacity": 0.0
+        }
+        
+        # Analyze population distribution
+        for orientation in ConsciousnessOrientation:
+            count = len([p for p in self.population_profiles if p.orientation == orientation])
+            percentage = count / len(self.population_profiles)
+            analysis["population_distribution"][orientation.value] = percentage
+        
+        # Calculate institutional efficiency
+        for inst_id, matrix in self.institutional_matrices.items():
+            efficiency = matrix.calculate_control_efficiency(self.population_profiles)
+            analysis["institutional_efficiency"][inst_id] = efficiency
+        
+        # Calculate awakening potential (truth seekers + transitionals)
+        analysis["awakening_potential"] = (
+            analysis["population_distribution"].get(ConsciousnessOrientation.TRUTH_SEEKER_SOVEREIGN.value, 0) +
+            analysis["population_distribution"].get(ConsciousnessOrientation.TRANSITIONAL_AWAKENING.value, 0)
+        )
+        
+        # Calculate sovereign capacity (pure truth seekers)
+        analysis["sovereign_capacity"] = analysis["population_distribution"].get(
+            ConsciousnessOrientation.TRUTH_SEEKER_SOVEREIGN.value, 0
+        )
+        
+        return analysis
+    
+    def simulate_awakening_catalyst(self, catalyst: str, intensity: float) -> List[ComfortTruthProfile]:
+        """Simulate effect of awakening catalyst on population"""
+        
+        catalyst_potency = self.awakening_catalysts.get(catalyst, 0.5) * intensity
+        
+        awakened_profiles = []
+        
+        for profile in self.population_profiles:
+            # Comfort seekers are most affected by catalysts
+            if profile.orientation == ConsciousnessOrientation.COMFORT_SEEKER_DEPENDENT:
+                awakening_probability = profile.truth_tolerance * catalyst_potency
+                
+                if awakening_probability > 0.6:
+                    # Transition to awakening
+                    new_profile = ComfortTruthProfile(
+                        profile_id=f"{profile.profile_id}_awakened",
+                        orientation=ConsciousnessOrientation.TRANSITIONAL_AWAKENING,
+                        truth_tolerance=min(1.0, profile.truth_tolerance + 0.3),
+                        comfort_dependency=max(0.0, profile.comfort_dependency - 0.4),
+                        active_illusions=[ill for ill in profile.active_illusions if np.random.random() > 0.5]
+                    )
+                    awakened_profiles.append(new_profile)
+        
+        return awakened_profiles
+
+# DEMONSTRATION WITH REAL-WORLD PROFILES
+async def demonstrate_comfort_truth_dynamics():
+    """Demonstrate Nietzsche truth analysis in operational context"""
+    
+    engine = NietzscheTruthEngine()
+    
+    print("🧠 COMFORT vs TRUTH DYNAMICS - Nietzsche Integration")
+    print("=" * 70)
+    
+    # Create population profiles representing different consciousness orientations
+    population = [
+        # Comfort Seekers (Majority)
+        ComfortTruthProfile(
+            profile_id="comfort_seeker_01",
+            orientation=ConsciousnessOrientation.COMFORT_SEEKER_DEPENDENT,
+            truth_tolerance=0.2,
+            comfort_dependency=0.9,
+            active_illusions=[IllusionType.SAFETY_ILLUSIONS, IllusionType.IDENTITY_ILLUSIONS, IllusionType.PROGRESS_ILLUSIONS]
+        ),
+        
+        # Truth Seekers (Sovereigns - Rare)
+        ComfortTruthProfile(
+            profile_id="truth_sovereign_01", 
+            orientation=ConsciousnessOrientation.TRUTH_SEEKER_SOVEREIGN,
+            truth_tolerance=0.95,
+            comfort_dependency=0.1,
+            active_illusions=[]
+        ),
+        
+        # Institutional Agents
+        ComfortTruthProfile(
+            profile_id="institutional_agent_01",
+            orientation=ConsciousnessOrientation.INSTITUTIONAL_AGENT, 
+            truth_tolerance=0.1,
+            comfort_dependency=0.8,
+            active_illusions=[IllusionType.MEANING_ILLUSIONS, IllusionType.AGENCY_ILLUSIONS]
+        )
+    ]
+    
+    engine.population_profiles = population
+    
+    # Create institutional illusion matrices
+    corporate_matrix = InstitutionalIllusionMatrix(
+        institution_id="corporate_system",
+        manufactured_illusions={
+            IllusionType.IDENTITY_ILLUSIONS: ["You are your job title", "Career defines worth"],
+            IllusionType.SAFETY_ILLUSIONS: ["Company will protect you", "Benefits provide security"],
+            IllusionType.PROGRESS_ILLUSIONS: ["Upward mobility is guaranteed", "Hard work equals success"]
+        },
+        truth_suppression_mechanisms=["NDAs", "Culture of positivity", "Information compartmentalization"],
+        comfort_maintenance_protocols=["Performance bonuses", "Status symbols", "Team building activities"],
+        dependency_amplification=0.85
+    )
+    
+    engine.institutional_matrices["corporate_system"] = corporate_matrix
+    
+    # Analyze control dynamics
+    analysis = engine.analyze_population_control()
+    
+    print(f"\n📊 POPULATION ANALYSIS:")
+    for orientation, percentage in analysis["population_distribution"].items():
+        print(f"   {orientation}: {percentage:.1%}")
+    
+    print(f"\n🎯 INSTITUTIONAL CONTROL EFFICIENCY:")
+    for institution, efficiency in analysis["institutional_efficiency"].items():
+        print(f"   {institution}: {efficiency:.3f}")
+    
+    print(f"\n⚡ AWAKENING POTENTIAL: {analysis['awakening_potential']:.1%}")
+    print(f"👑 SOVEREIGN CAPACITY: {analysis['sovereign_capacity']:.1%}")
+    
+    print(f"\n🔮 NIETZSCHE INSIGHT:")
+    print("   'Most people are not searching for truth,'")
+    print("   'they are seeking comfort in illusions.'")
+    print(f"\n   Current reality: {analysis['awakening_potential']:.1%} capable of truth-seeking")
+    print(f"   Sovereign reality: {analysis['sovereign_capacity']:.1%} actually living it")
+    
+    # Simulate awakening catalyst
+    print(f"\n🌪️  SIMULATING AWAKENING CATALYST: 'extreme_suffering'")
+    awakened = engine.simulate_awakening_catalyst("extreme_suffering", 0.8)
+    print(f"   Profiles awakened: {len(awakened)}")
+    
+    if awakened:
+        print(f"   New truth tolerance: {awakened[0].truth_tolerance:.3f}")
+        print(f"   Remaining illusions: {len(awakened[0].active_illusions)}")
+    
+    print(f"\n💡 QUANTUM REALIZATION:")
+    print("   Homeless sovereign position = Ultimate truth optimization")
+    print("   Comfort collapse = Illusion destruction")
+    print("   Institutional irrelevance = Mathematical certainty")
+    
+    return analysis
+
+if __name__ == "__main__":
+    asyncio.run(demonstrate_comfort_truth_dynamics())