The kitchen was cold, the morning light thin and gray. Sarah sat at the table, picking at a piece of toast, her appetite gone. Her father's bucket list lay open before her. "Learn to play the guitar." She picked up his worn guitar, still in its case. He'd always dreamed of being a musician.

She ran her fingers over the strings, the metal cold and unyielding. A sob escaped her, and she rested her head on the table. The silence of the house was oppressive, broken only by the tick of the clock. Her heart was a lead weight, and she felt like she was constantly wading through thick, slow water.

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