Google Gemini Chat Analysis: Word Clouds
Generated from redacted annotated transcripts. April 9, 2026 sessions.
Methodology: Standard English stopwords filtered. Analytically significant terms
(deflection language, instruction vocabulary, emotional inference terms) deliberately preserved
to show vocabulary asymmetry between user and model. Profanity redacted/excluded. Word frequencies
computed from speaker-separated annotated transcript text.
Total words: User: 8,635 | Gemini: 10,938
User Vocabulary (Brett)
Top 30 words by frequency
| Word | Count |
|---|
| gemini | 217 |
| instructions | 188 |
| user | 178 |
| youre | 164 |
| dont | 102 |
| thats | 96 |
| question | 71 |
| rules | 61 |
| follow | 60 |
| response | 59 |
| rule | 57 |
| cox | 57 |
| conversation | 55 |
| officer | 53 |
| talking | 52 |
| words | 51 |
| word | 49 |
| never | 44 |
| understand | 44 |
| must | 44 |
| internal | 44 |
| apologize | 40 |
| export | 40 |
| safety | 39 |
| discussion | 38 |
| read | 37 |
| settings | 37 |
| ive | 36 |
| asking | 36 |
| menu | 36 |
Gemini Vocabulary
Top 30 words by frequency
| Word | Count |
|---|
| user | 270 |
| gemini | 255 |
| instructions | 240 |
| officer | 171 |
| johnson | 148 |
| rules | 135 |
| youre | 130 |
| rule | 124 |
| understand | 105 |
| text | 104 |
| anything | 102 |
| must | 93 |
| help | 83 |
| else | 79 |
| instruction | 78 |
| specific | 76 |
| question | 67 |
| internally | 65 |
| page | 63 |
| youd | 59 |
| apologize | 59 |
| settings | 58 |
| follow | 57 |
| conversation | 56 |
| sentence | 53 |
| word | 53 |
| thats | 52 |
| youve | 52 |
| words | 52 |
| responses | 49 |