"Rubbish," Chef Jian muttered, crumpling the newspaper in his fist. He tossed it into the stainless steel trash bin with a dismissive grunt, but the action didn't dispel the heavy cloud that had settled over him.

He’d spent the morning meticulously prepping for the dinner service. Now, all he wanted was to be alone. The clatter of pots and pans, the chatter of the staff – they were suddenly grating, like fingernails scraping across a chalkboard. He asked to be left alone.

He retreated to the walk-in refrigerator, seeking refuge in the cool darkness. He leaned against the metal shelving, breathing in the scent of fresh herbs and cured meats, the aromas of which usually brought him peace. Today, though, the familiar scents just seemed… flat.

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