The fluorescent lights of the office seemed to hum a discordant tune, matching the rhythm of Arthur's internal unease. He stared at his monitor, the spreadsheet a blur of numbers he couldn't bring himself to process. A knot tightened in his stomach, a familiar visitor these days. He’d overheard the conversation by the water cooler, the casual boasting of a newly hired junior colleague about their starting salary.

Arthur sighed, the sound barely a whisper. He ran a hand through his thinning hair, feeling the rough texture against his scalp. Years of loyalty, countless extra hours, and now… this. The injustice of it all weighed him down, a physical burden he couldn't shake. He thought about calling his wife but he knew he'd only end up deflecting her concerns about their family's finances.

He pushed back from his desk, the chair scraping against the carpet, and walked toward the window. Outside, the city was a tapestry of gray, mirroring the mood that had settled upon him like a shroud.

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