"So, how was your weekend?" The friendly voice of his coworker, Carol, felt like a jab to his gut. John forced a smile, the corners of his mouth betraying the effort. He'd learned about the salary discrepancy on Friday, and the weekend had been a blur of restless nights and heavy thoughts. He'd barely slept, his mind replaying the conversation he'd overheard.

He shuffled through the papers on his desk. Each document seemed to taunt him, a reminder of his years of experience, his dedication, now seemingly undervalued. He felt a sense of bitterness rising within him, a sour taste that lingered on his tongue. It was hard to face anyone today.

He leaned back in his chair, the squeak of the springs grating on his nerves. He watched Carol's movements with interest. He wondered if he could ever be as cheerful as her, as happy as her.

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