The air in the office seemed thick, stale. Mark, usually the first to arrive, was late. He dragged himself through the door, his steps heavy. He felt a profound sense of weariness, a fatigue that permeated his bones. The sale announcement was a death knell for his ambitions, the plans he had made.

He bypassed his usual morning routine, ignoring the cheerful greetings. He sat at his desk, staring blankly at the computer screen. He leaned his head against the cold glass of the window, the image of his reflection a gaunt silhouette.

His usual drive and enthusiasm were replaced by a hollow void. He struggled to focus, the tasks before him seeming utterly irrelevant. He just wanted the day to end.

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