I sat on the cold floor of the crawl space, the air thick with the smell of mildew and forgotten things. Sunlight barely pierced the narrow opening. I found a letter, tucked behind a loose brick.

It was addressed to my deceased grandfather, filled with childhood anxieties and unmet expectations. I never mailed it. Now, the words felt like a confession, a burden I couldn't escape.

My throat tightened. I traced the familiar loops of my youthful handwriting, a stark reminder of the person I used to be and the person I’d become. I folded the letter slowly, a weight settling in my stomach.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
šŸ˜ž0.368
无法0.319
šŸ˜”0.300
恄恤悂0.270
쓸0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259