The workshop smelled of oil and metal, a scent that had once brought comfort to Leo. He stared at the machinery, each piece of equipment representing a memory of years dedicated to his craft. He knew every bolt, every lever, every nuance of their operation. Now, he had to share it all with a young apprentice named Thomas.

He explained the intricacies of the engine, his words sounding distant even to his own ears. He felt the familiar weight of loss growing with each passing minute. Thomas's energy seemed almost painful.

"It's a beautiful machine," Thomas exclaimed, running his hand over the polished metal.

Leo merely nodded, his gaze fixed on the floor. "Yeah," he said quietly.

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