📈 Narrative Investing – Latest Report

Built: 2026-04-13 10:15 UTC  |  DB: narrative_investing.db

Morning Note

Morning Note — 2026-04-13 (built 10:15 UTC), 234 posts today across 11 subreddits.

Regime: mixed — led by geopolitical_risk, while AI_boom continues to cool.

Current Top Market Narratives

1. geopolitical_risk   uncertainty 
  •  confidence z=-0.03
  •  euphoria z=+0.61
  •  fear z=-1.16
  •  frustration z=-1.24
  •  greed z=-0.73
  •  hope z=-0.25
  •  optimism z=-1.14
  •  panic z=+1.28
  •  skepticism z=-1.33
  •  uncertainty z=-2.01
2. energy_insecurity   frustration    confidence 
  •  confidence z=-1.63
  •  euphoria z=+0.93
  •  fear z=-0.93
  •  frustration z=-2.03
  •  greed z=-1.25
  •  hope z=-1.37
  •  optimism z=-1.48
  •  panic z=+1.11
  •  skepticism z=-1.51
  •  uncertainty z=-1.19
3. technology_paradigm_shift   fear    optimism 
  •  confidence z=-1.20
  •  euphoria z=+1.15
  •  fear z=-2.54
  •  frustration z=-0.16
  •  greed z=+0.33
  •  hope z=+0.10
  •  optimism z=-2.12
  •  panic z=+0.82
  •  skepticism z=+1.15
  •  uncertainty z=-0.78
4. AI_boom   fear    optimism 
  •  confidence z=-1.31
  •  euphoria z=+1.48
  •  fear z=-2.17
  •  frustration z=-0.92
  •  greed z=-0.28
  •  hope z=-0.61
  •  optimism z=-1.69
  •  panic z=+0.95
  •  skepticism z=-0.16
  •  uncertainty z=-0.91
5. commodities_supercycle   frustration    skepticism 
  •  confidence z=-1.59
  •  euphoria z=-0.07
  •  fear z=-0.93
  •  frustration z=-1.97
  •  greed z=+0.53
  •  hope z=+1.64
  •  optimism z=-0.91
  •  panic z=+0.85
  •  skepticism z=-1.79
  •  uncertainty z=-1.07

What Changed Since Yesterday

↑ Top Increases

No increases

↓ Top Decreases

technology_paradigm_shift -0.96σ DoD
-0.96σ vs own history — -8% change, now at 7th percentile; breadth 9 subreddits.
  •  confidence z=-0.24
  •  euphoria z=+0.27
  •  fear z=-0.53
  •  frustration z=-0.14
  •  greed z=+0.05
  •  hope z=-0.08
  •  optimism z=-0.02
  •  panic z=+0.00
  •  skepticism z=-0.41
  •  uncertainty z=-0.14
defense_rearmament -0.88σ DoD
-0.88σ vs own history — -6% change, now at 11th percentile; breadth 7 subreddits.
  •  confidence z=-0.04
  •  euphoria z=+0.00
  •  fear z=+0.24
  •  frustration z=+0.26
  •  greed z=-0.02
  •  hope z=-0.06
  •  optimism z=+0.11
  •  panic z=+0.69
  •  skepticism z=+0.04
  •  uncertainty z=-0.08
AI_boom -0.88σ DoD
-0.88σ vs own history — -9% change, now at 4th percentile; breadth 6 subreddits.
  •  confidence z=-0.01
  •  euphoria z=+0.51
  •  fear z=+0.23
  •  frustration z=-0.17
  •  greed z=-0.03
  •  hope z=-0.29
  •  optimism z=+0.02
  •  panic z=+0.00
  •  skepticism z=+0.02
  •  uncertainty z=+0.09

What Changed Since Last Week

↑ Top Increases

demographic_shift: +1.10σ WoW — trend accelerating
+1.10σ vs own history — +55% change over the last 3 days.
  •  confidence z=-0.43
  •  fear z=+0.26
  •  frustration z=+2.91
  •  greed z=+0.00
  •  hope z=-0.26
  •  optimism z=-0.71
  •  panic z=+0.00
  •  skepticism z=+1.84
  •  uncertainty z=+1.39
stagflation: +1.07σ WoW — trend decelerating
+1.07σ vs own history — +105% change over the last 3 days.
  •  confidence z=-0.22
  •  euphoria z=+0.00
  •  fear z=+2.17
  •  frustration z=+0.09
  •  greed z=+0.00
  •  hope z=+2.77
  •  optimism z=+0.00
  •  panic z=+0.00
  •  skepticism z=+0.26
  •  uncertainty z=-0.80
banking_crisis: +0.86σ WoW — trend accelerating
+0.86σ vs own history — +35% change over the last 3 days.
  •  confidence z=-0.77
  •  fear z=-1.56
  •  frustration z=+0.33
  •  greed z=+0.00
  •  hope z=+0.67
  •  optimism z=-1.46
  •  panic z=+2.42
  •  skepticism z=-1.50
  •  uncertainty z=-1.03

↓ Top Decreases

dollar_strength: -2.26σ WoW — trend decelerating
-2.26σ vs own history — -65% change over the last 3 days.
  •  confidence z=+0.67
  •  fear z=-1.93
  •  frustration z=+0.89
  •  greed z=+0.00
  •  hope z=+2.23
  •  optimism z=-0.43
  •  panic z=-0.10
  •  skepticism z=-2.13
  •  uncertainty z=-1.68
energy_insecurity: -1.10σ WoW — trend decelerating
-1.10σ vs own history — -13% change over the last 3 days.
  •  confidence z=-1.16
  •  euphoria z=+0.00
  •  fear z=+0.01
  •  frustration z=-1.43
  •  greed z=-1.19
  •  hope z=-1.93
  •  optimism z=-1.87
  •  panic z=+1.00
  •  skepticism z=-0.47
  •  uncertainty z=+0.02
commodities_supercycle: -1.09σ WoW — trend accelerating
-1.09σ vs own history — -17% change over the last 3 days.
  •  confidence z=-1.24
  •  euphoria z=+0.00
  •  fear z=-0.18
  •  frustration z=-1.48
  •  greed z=-0.08
  •  hope z=+1.29
  •  optimism z=-1.33
  •  panic z=+1.01
  •  skepticism z=-1.00
  •  uncertainty z=+0.10

Narratives to Look Out For

banking_crisisp96

Attention is at the 96th percentile of its 260-day history — unusually high relative to recent levels.

  •  confidence z=-1.51
  •  fear z=-1.64
  •  frustration z=-0.44
  •  greed z=-1.33
  •  hope z=+0.18
  •  optimism z=-0.91
  •  panic z=+0.89
  •  skepticism z=-0.92
  •  uncertainty z=-1.39
demographic_shiftp93

Attention is at the 93th percentile of its 260-day history — unusually high relative to recent levels.

  •  confidence z=+0.31
  •  fear z=-0.81
  •  frustration z=+0.22
  •  greed z=+1.02
  •  hope z=+0.47
  •  optimism z=-0.34
  •  panic z=+0.00
  •  skepticism z=+0.11
  •  uncertainty z=-0.32
stagflationp75

Attention is at the 75th percentile of its 260-day history — unusually high relative to recent levels.

  •  confidence z=-0.99
  •  euphoria z=+0.00
  •  fear z=+0.09
  •  frustration z=-1.18
  •  greed z=-0.27
  •  hope z=+1.75
  •  optimism z=+0.81
  •  panic z=+1.02
  •  skepticism z=-0.75
  •  uncertainty z=-1.64

Emotion & Positioning Read

Sentiment: fear subdued, skepticism neutral
Fear z-score: -1.23 — Skepticism z-score: +0.42.
Fear most concentrated in recession
Average fear score for recession: 0.67.
Narrative-weighted fear across top 3 narratives
geopolitical_risk (0.60), energy_insecurity (0.61), technology_paradigm_shift (0.40).

Novelty / New Information

Novelty: normal
Jensen–Shannon divergence: 0.007 vs 7-day baseline 0.008.

Watchlist

Watch geopolitical_risk: if it remains above p18 for 3 days and fear stays elevated
Action: defensive tilt / energy hedge bias.
Watch demographic_shift: WoW rising (+55%)
If trend continues → review positioning.
Watch recession / banking_crisis: elevated attention detected
If WoW continues rising and banking_crisis fear > 0.75 → raise quality bias, consider duration hedge.

Data Quality Notes

Percentage changes may be amplified from near-zero baselines
Moves from near-zero base can inflate % change; we prioritize absolute change and percentile ranks.
Data source: Reddit (retail/discussion attention)
Coverage is Reddit-based; interpret as retail/discussion attention, not institutional positioning.
Details (exact values)

Regime components: fear_z=-1.23, regime_score=-0.52

NarrativeTrendAtt. TodayDoDWoWPctile 260dBreadth
geopolitical_risk9.9881-0.3755-1.188911th11
energy_insecurity6.7866-0.2493-1.023714th11
technology_paradigm_shift4.7532-0.4277+0.74547th9
AI_boom4.1057-0.3952+0.45064th6
commodities_supercycle3.8818-0.0552-0.820229th10
inflation3.5927-0.4361-0.01657th9
crypto_adoption2.8879-0.2282-0.09354th6
banking_crisis2.2415-0.0418+0.586693th10
sector_rotation2.1724-0.1457-1.00367th7
recession2.1298-0.0896-0.77757th7

Posts

Narrative Scores

Fastest-Growing Narratives (Attention Movers)

Ranked by weighted DoD (40%) + WoW (60%) absolute attention change. Most recent day: 2026-04-13

NarrativeAttention TodayDay-over-DayWeek-over-Week
geopolitical_risk20.0542+9.8135 (+95.8%)+7.6290 (+61.4%)
energy_insecurity13.6768+6.4482 (+89.2%)+4.8744 (+55.4%)
commodities_supercycle8.5731+4.4459 (+107.7%)+3.2633 (+61.5%)
banking_crisis4.8648+2.5193 (+107.4%)+2.9374 (+152.4%)
technology_paradigm_shift7.4068+2.5961 (+54.0%)+2.8559 (+62.8%)
AI_boom6.1762+2.2292 (+56.5%)+2.1766 (+54.4%)
crypto_adoption4.7717+1.9043 (+66.4%)+1.9975 (+72.0%)
recession4.1948+1.9434 (+86.3%)+1.0306 (+32.6%)
defense_rearmament3.1833+1.2114 (+61.4%)+1.5086 (+90.1%)
stagflation2.7950+0.8898 (+46.7%)+1.5710 (+128.4%)

SIR Narrative Lifecycle Scores

Cross-sectional SIR epidemic model (Shiller 2017). R₀ = contagion / (recovery + 0.05). Most recent day: 2026-04-13

NarrativeStateR₀c (contagion)r (recovery)I (infected)S (susceptible)R (recovered)
banking_crisiscrowding1.6170.7130.3910.7430.0280.230
commodities_supercycleexhaustion1.2270.5070.3630.4200.4500.130
interest_rate_insecuritycrowding1.1410.4790.3700.2380.6660.095
stagflationcrowding1.1300.5240.4130.4820.5010.018
energy_insecurityexhaustion1.0340.4350.3700.2540.6440.102
geopolitical_riskexhaustion1.0310.4450.3820.2500.6500.100
demographic_shiftexhaustion0.8620.5020.5320.5650.4350.000
inflationexhaustion0.8310.4140.4480.2040.7520.044
energy_transitionexhaustion0.8130.3760.4130.3640.6230.013
technology_paradigm_shiftexhaustion0.7590.4260.5110.1570.8090.034
recessionexhaustion0.7400.3980.4880.2340.7580.009
defense_rearmamentexhaustion0.7400.4020.4930.3390.6490.012
sector_rotationexhaustion0.6520.3710.5190.2750.7150.010
AI_boomexhaustion0.6500.3540.4940.1790.8210.000
fed_pivotexhaustion0.6500.3270.4530.2110.7890.000
deglobalisationexhaustion0.6430.3930.5620.2300.7700.000
ex_usa_tradeexhaustion0.6320.3550.5110.2360.7640.000
crypto_adoptionexhaustion0.5750.3260.5170.1830.8170.000
housing_bubbleexhaustion0.4350.2560.5370.2030.7970.000
dollar_strengthexhaustion0.4140.2540.5630.3110.6890.000

Emotion Scores

Emotion per Narrative

(Ctrl/Cmd+click to select multiple)

Fetch Runs

180 total fetch runs  | Last run: 2026-04-13 10:00 UTC

Composite Fear Metric

-1.06
Below-Average Fear
Weighted composite of fear indicators (positive = above-average fear, negative = below-average fear)
Component Weight Value (z-score) Weighted Contribution
Fear Z-Score of Daily Highest-Attention Narrative (geopolitical_risk)0.40-0.684-0.274
Average Fear Level (Emotion Intensity Z-Score)0.30-1.231-0.369
Average Uncertainty Level (Emotion Intensity Z-Score)0.10-1.552-0.155
Average Fear Z-Score Across All Narratives (Current Week)0.20-1.287-0.257

Composite = weighted sum of component z-scores, normalised by the sum of weights for available components. Weights can be customised; they are normalised to sum to 1.0 automatically.