comfort v Truth

#!/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())