The world felt muted. Everything had a dull, gray quality, including the metallic tang in Michael’s mouth. He avoided eye contact in the supermarket, letting his cart bump into displays. He almost wished he could disappear, evaporate into the ordinary background noise of the place.

He reached for a carton of milk, his fingers fumbling with the plastic. He looked up, and noticed the woman in front of the dairy section was also struggling. Her hands trembled as she juggled several items.

"Are you going to be alright?" he heard himself ask.

She looked at him, and her eyes were surprisingly bright, despite the general malaise evident in her face. "You too?" she asked, a small smile playing around her lips.

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