The coffee tasted like ash in his mouth. He slammed the mug on the counter, the sound sharp in the empty house. It wasn't the caffeine that was bothering him. It was the fact that his best friend, Ben, was moving to the other side of the country.

He ran a hand over his face, feeling the stubble of his beard. He hadn’t shaved in days. He had no appetite, no energy, no interest in doing anything.

He sat at the kitchen table, staring out the window at the empty street. The world felt colorless, the day stretching before him, long and unbearable. He felt as though a part of him was being ripped away.

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