“Amateurish,” the critic had declared, and the word echoed in Chef Leo’s ears. He stood motionless at the back door of his restaurant, the alleyway smelling of stale trash and rain. The usual lively buzz of the early dinner service felt distant.

He wanted to run, to escape the harsh reality of the review. The once-enticing smells of his own kitchen had become a source of irritation. He pulled his collar up, the chill air doing little to soothe the cold knot that was forming in his stomach.

He felt a sudden, overwhelming weariness, a desire to simply… stop. His legs were heavy, and he found it difficult to breathe. The restaurant was a place he should love. Today, though, it felt like a burden.

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