The empty coffee shop felt oppressive to Ben today. The aroma of freshly brewed coffee, usually invigorating, did nothing to rouse him. He'd watched Ms. Dubois, the woman who always smiled as she waved, get into her private jet. He could barely afford his cheap coffee.

He picked at the chipped paint on the table, a nervous habit. The news of Ms. Duboisโ€™ secret riches felt like a punch to the gut. The world, once full of possibilities, seemed to have narrowed, leaving him stranded on a barren shore.

He ran a hand through his hair, a gesture born of frustration and self-pity. The constant pressure of his bills, the lack of opportunities, weighed him down. He felt a crushing sense of isolation, a deep chasm between him and the rest of the world.

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:
๐Ÿ˜ž0.368
ๆ— ๆณ•0.319
๐Ÿ˜”0.300
ใ„ใคใ‚‚0.270
์“ธ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259