The aroma of freshly brewed coffee, usually a comfort, now felt like a cruel joke. James sat at his kitchen table, the newspaper spread before him, the news of the building’s conversion a dark stain on the morning. The coffee cup felt heavy in his hand.

He had always loved the character of his apartment, the creaky floors, the way the sunlight streamed through the windows in the mornings. It was a place where he could be himself. Now, that sanctuary was being ripped away.

He pushed the newspaper away, the gesture of dismissal mirroring the way he felt about the day, about the future. His appetite vanished. He slowly turned his head to look at the window, not seeing the world outside.

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