The world felt as if it were coated in a film of ash. Even the simple task of getting out of bed felt like a monumental effort. I slumped on the sofa, the cushions offering no comfort. The silence of the house was deafening, the absence of life a heavy blanket.

I reached for the laptop, feeling a tug of unease. My partner, Alex, always kept his writing hidden. But the screen was open. A novel. The protagonist bore my name. The story was familiar, too familiar, chronicling our days and nights.

I closed the laptop, a sick feeling twisting in my gut.

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:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259