Module: Legion::Extensions::Agentic::Affect::Emotion::Runners::Valence

Includes:
Helpers::Lex
Included in:
Client
Defined in:
lib/legion/extensions/agentic/affect/emotion/runners/valence.rb

Instance Method Summary collapse

Instance Method Details

#aggregate_valences(valences:) ⇒ Object 



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# File 'lib/legion/extensions/agentic/affect/emotion/runners/valence.rb', line 49

def aggregate_valences(valences:, **)
  aggregated = Helpers::Valence.aggregate(valences)
  arousal = Helpers::Valence.compute_arousal(valences)
  dominant = Helpers::Valence.dominant_dimension(aggregated)

  log.debug("[emotion] aggregate: count=#{valences.size} arousal=#{arousal.round(2)} dominant=#{dominant}")
  {
    aggregate: aggregated,
    arousal:   arousal,
    dominant:  dominant,
    count:     valences.size
  }
end

#compute_arousal(valences:) ⇒ Object 



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# File 'lib/legion/extensions/agentic/affect/emotion/runners/valence.rb', line 70

def compute_arousal(valences:, **)
  arousal = Helpers::Valence.compute_arousal(valences)
  log.debug("[emotion] arousal=#{arousal.round(2)} from #{valences.size} valences")
  { arousal: arousal }
end

#evaluate_partner_absence(consecutive_misses: 1) ⇒ Object 



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# File 'lib/legion/extensions/agentic/affect/emotion/runners/valence.rb', line 76

def evaluate_partner_absence(consecutive_misses: 1, **)
  importance = Helpers::Valence.absence_importance(consecutive_misses)

  valence = Helpers::Valence.new_valence(
    urgency:     0.2,
    importance:  importance,
    novelty:     0.1,
    familiarity: 0.8
  )

  magnitude = Helpers::Valence.magnitude(valence)
  dominant = Helpers::Valence.dominant_dimension(valence)

  log.debug("[emotion] partner_absence: misses=#{consecutive_misses} " \
            "importance=#{importance.round(2)} magnitude=#{magnitude.round(2)}")

  { valence: valence, magnitude: magnitude, dominant_dimension: dominant,
    event: :partner_absence, consecutive_misses: consecutive_misses }
end

#evaluate_valence(signal:, source_type: :ambient, deadline: nil, domain: nil) ⇒ Object 



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# File 'lib/legion/extensions/agentic/affect/emotion/runners/valence.rb', line 13

def evaluate_valence(signal:, source_type: :ambient, deadline: nil, domain: nil, **)
  baseline = emotion_baseline

  urgency_raw = compute_urgency(signal, source_type, deadline)
  importance_raw = compute_importance(signal, domain)
  novelty_raw = compute_novelty(signal)
  familiarity_raw = compute_familiarity(domain)

  valence = Helpers::Valence.new_valence(
    urgency:     baseline.normalize(urgency_raw, :urgency),
    importance:  baseline.normalize(importance_raw, :importance),
    novelty:     baseline.normalize(novelty_raw, :novelty),
    familiarity: baseline.normalize(familiarity_raw, :familiarity)
  )

  # Update baselines with raw scores
  Helpers::Valence::DIMENSIONS.each do |dim|
    raw = { urgency: urgency_raw, importance: importance_raw,
            novelty: novelty_raw, familiarity: familiarity_raw }[dim]
    baseline.update(dim, raw)
  end

  magnitude = Helpers::Valence.magnitude(valence)
  dominant = Helpers::Valence.dominant_dimension(valence)
  log.debug("[emotion] valence: source=#{source_type} magnitude=#{magnitude.round(2)} dominant=#{dominant} " \
            "u=#{valence[:urgency].round(2)} i=#{valence[:importance].round(2)} " \
            "n=#{valence[:novelty].round(2)} f=#{valence[:familiarity].round(2)}")

  {
    valence:            valence,
    magnitude:          magnitude,
    dominant_dimension: dominant,
    arousal:            Helpers::Valence.compute_arousal([valence])
  }
end

#modulate_attention(base_salience:, valence:) ⇒ Object 



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# File 'lib/legion/extensions/agentic/affect/emotion/runners/valence.rb', line 63

def modulate_attention(base_salience:, valence:, **)
  modulated = Helpers::Valence.modulate_salience(base_salience, valence)
  boost = modulated - base_salience
  log.debug("[emotion] attention modulation: base=#{base_salience.round(2)} modulated=#{modulated.round(2)} boost=#{boost.round(2)}")
  { original: base_salience, modulated: modulated, boost: boost }
end

#raise_urgency_for_knowledge_vulnerability(domains_at_risk:, severity: :warning, urgency_boost: 0.3) ⇒ Object 



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# File 'lib/legion/extensions/agentic/affect/emotion/runners/valence.rb', line 96

def raise_urgency_for_knowledge_vulnerability(domains_at_risk:, severity: :warning, urgency_boost: 0.3, **)
  boost = severity.to_sym == :critical ? [urgency_boost * 1.5, 1.0].min : urgency_boost.to_f
  signal = { urgency_hint: boost, domain_weight: 0.6, impact_scope: 0.5,
             outcome_severity: boost, novelty_score: 0.3 }
  result = evaluate_valence(signal: signal, source_type: :mesh_priority)

  log.info("[emotion] knowledge_vulnerability urgency raised: domains=#{Array(domains_at_risk).join(',')} " \
           "severity=#{severity} boost=#{boost.round(2)} urgency=#{result[:valence][:urgency].round(2)}")

  result.merge(event: :knowledge_vulnerability, domains_at_risk: Array(domains_at_risk), urgency_boost: boost)
end