The bus rumbled along, a metal beast carrying Elias through a landscape of muted colors. He stared out the window, his chin resting on his hand, the glass cold against his skin. Every detail seemed to be a blurry smear. His own reflection appeared to mock his inner turmoil.

He felt the familiar thrum of unease in his gut. He was tired of the doctors, of the medications, of the endless cycle of tests.

At the next stop, a young man boarded the bus, clutching his stomach and looking as though he might be sick.

"Rough day?" Elias asked, despite himself.

The young man grimaced. "You have no idea," he said, and Elias felt a strange, unexpected pull toward him.

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