Affect lexicon

Word-list hits for affect, vulnerability, and confidence. Ranked by hits per 1,000 words, so a 400-word note can rank above a 4,000-word essay.

10
Posts w/ lexical “intensity”
10
Posts w/ vulnerability stems
10
Posts w/ confidence stems
85
Growth-tagged posts

A 12,000-word essay that says love three times outranks a 400-word note that says it three times if you count raw hits. Rankings here use hits per 1,000 words. The scatter’s first r is length vs raw hits; the second is length vs that rate.

Lexical intensity (quarter means)

Mean of (exclamation marks + affect-list hits) per post, by quarter.

Average Emotional Intensity Per Quarter

Calculating data...

Vulnerability vs confidence (total hits)

Mean hits per post from the vulnerability word list vs the confidence word list.

Average Vulnerability vs Confidence Scores

Calculating data...

Word length vs raw hit count (r = 0.64)

Each point is one post: word count vs raw hits. r = 0.64 means longer posts have more hits. After dividing by length, r = -0.28.

Word Count vs Emotional Intensity

Calculating data...

Notes from the counts

1.High

Writing serves as emotional processing

10 highly emotional posts

2.High

Growth-focused content dominates your thinking

85 growth-related posts

3.Medium

Creative energy varies significantly

12328 words in longest post vs 4330 in shortest

4.High

Knowledge areas are expanding

1 areas growing vs 5 declining

Archive means

11
Avg affect hits
3
Avg vulnerability hits
5
Avg confidence hits

How the lists add up

Emotional Intensity Score

Formula:Exclamation marks + Emotional keywords

Threshold: >5 = emotionally intense post

Keywords: love, hate, fear, joy, sadness, anger, peace, anxiety, hope, despair, gratitude, frustration

Vulnerability Score

Formula:Struggle words + Challenge words + Pain words

Keywords: struggle, challenge, pain, hurt, broken, difficult, failure, disappointed, defeated, hopeless

Growth Focus Ratio

Formula:Growth posts / Total posts × 100

Growth Tags: personal-growth, transformation, healing, self-improvement, learning, consciousness

Growth Keywords: growth, change, transform, learn, evolve, improve, heal, discover

By period

Word Count Trend: Average words per period

Emotional Density: Emotional words / Total words

Confidence Indicators: Confident words frequency over time

Highest affect density (hits per 1,000 words)

Sorted by hits per 1,000 words. The smaller number is the raw hit count.

1.
Note to Self: To Be or What Not to Be
May 31, 2024 · 168 words
47.6
8 raw
2.
Love Is the Final Revolution
Aug 13, 2025 · 1060 words
36.8
39 raw
3.
On Limits, Growth, and the Meaning of My Life
May 14, 2024 · 347 words
34.6
12 raw
4.
On the application of empathy and compassion
Sep 15, 2024 · 1038 words
33.7
35 raw
5.
The Paradox of Modernity: Progress Without Peace
Jul 16, 2025 · 865 words
32.4
28 raw
6.
My Mental Health Routine (Unfiltered)
Apr 21, 2025 · 251 words
31.9
8 raw
7.
The Definition and Practice of My Core Values Make Me Free
Apr 29, 2024 · 98 words
30.6
3 raw
8.
The Rhythm of Grief - Summer Days and Letting Go
Aug 23, 2025 · 319 words
28.2
9 raw
9.
How to Protect Our Children in the Digital Age: A Conscious Parent's Guide to Internet Safety
May 1, 2025 · 679 words
28.0
19 raw
10.
If Your Politics Obsess Over Control, You're Not Well
Apr 1, 2025 · 701 words
25.7
18 raw

Highest vulnerability density (per 1,000 words)

Same sort, using the vulnerability word list (struggle, dolor, and related stems).

1.
Some Notes on Overcoming Emotional Pain
May 1, 2024 · 518 words
15.4
8 raw
2.
The Rhythm of Grief - Summer Days and Letting Go
Aug 23, 2025 · 319 words
12.5
4 raw
3.
Total Concentration Breathing (4-Second Intervals)
May 6, 2025 · 329 words
12.2
4 raw
4.
My Mental Health Routine (Unfiltered)
Apr 21, 2025 · 251 words
12.0
3 raw
5.
On Simplicity and Peace of Mind
Oct 4, 2024 · 661 words
10.6
7 raw
6.
Who I Am Today: A Recovery Progress Report
Aug 6, 2025 · 906 words
8.8
8 raw
7.
You are Joking, Right?
Apr 8, 2025 · 749 words
8.0
6 raw
8.
Cómo Redirigir la Curiosidad Sexual Infantil con Amor, Liderazgo y Claridad (4–8)
May 6, 2025 · 1530 words
7.8
12 raw
9.
The First Wall
Dec 29, 2025 · 807 words
7.4
6 raw
10.
Transforming My Life Through the Application of What I Value
Apr 28, 2024 · 3580 words
6.7
24 raw

Early, middle, recent

Early
Avg Words654
Emotional Intensity9
Vulnerability3
Confidence4
Middle
Avg Words1007
Emotional Intensity11
Vulnerability2
Confidence3
Recent
Avg Words2952
Emotional Intensity14
Vulnerability4
Confidence8

Tag categories, early → recent

Love & Belonging
7 → 20 posts
+186%
growing
Physiological Needs
3 → 0 posts
-100%
declining
Esteem & Achievement
10 → 7 posts
-30%
declining
Safety & Security
14 → 10 posts
-29%
declining
Transcendence
24 → 19 posts
-21%
declining
Self-Actualization
26 → 24 posts
-8%
declining

Summary

The same scores as above, written as sentences.

Challenges

Challenge area: Content Quality Variance (100 occurrences, high impact)
Improvement needed: Balanced Sentiment (24/40, 40% gap)

Just the counts

Sentiment distribution: 38% positive, 19% negative, 24% neutral
Growth focus: 97% of posts are growth-oriented
Posting regularity: 69/100 (higher = more consistent)
Topic consistency: 59/100 (higher = more focused)
Quality variance: 100/100 (lower = more consistent quality)
Emotional expression: 11% of posts are emotionally intense
Improvement needed: Monthly Posting Rate (3/4, 25% gap)
Improvement needed: Average Post Length (1528/800, 0% gap)
Improvement needed: Topic Diversity (252/15, 0% gap)
Content volume: 134,462 words total

Summary

ChallengeChallenge area: Content Quality Variance (100 occurrences, high impact)
WatchImprovement needed: Balanced Sentiment (24/40, 40% gap)
NoteSentiment distribution: 38% positive, 19% negative, 24% neutral
NoteGrowth focus: 97% of posts are growth-oriented
NotePosting regularity: 69/100 (higher = more consistent)
NoteTopic consistency: 59/100 (higher = more focused)
NoteQuality variance: 100/100 (lower = more consistent quality)
NoteEmotional expression: 11% of posts are emotionally intense
NoteImprovement needed: Monthly Posting Rate (3/4, 25% gap)
NoteImprovement needed: Average Post Length (1528/800, 0% gap)
NoteImprovement needed: Topic Diversity (252/15, 0% gap)
NoteContent volume: 134,462 words total

Analysis identifies 1 significant challenges, 1 areas of concern. 7 objective metrics provide baseline data.