Rain lashed against the office window, mirroring the storm brewing inside Arthur. He stared at the grey sky, coffee growing cold in his hand. The spreadsheets seemed to blur before his eyes. Yesterday, a whispered conversation overheard in the break room – a sale, potential layoffs. Now, everything felt tainted, the comfortable rhythm of his work life disrupted.

He slumped further in his chair, the leather creaking in protest. A knot formed in his stomach. The project he'd been pouring his heart into felt pointless, a ship sailing towards a hurricane. He hadn't bothered to shave this morning.

His phone buzzed. A reminder for his dentist appointment. He pushed it away. The effort of scheduling seemed too great. He felt a profound sense of inertia, as if the very air in the office was heavy.

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