The string quartet’s rendition of “Here Comes the Bride” was playing, a melody that usually brought a smile to Leo’s face. Today, though, it felt like a dirge. He picked at the corner of a canapé, the buttery richness doing nothing to appease his inner turmoil.

He spotted Sophie across the room, laughing with a group of friends. Her laughter, once a song he’d known so well, now felt like a distant echo. The elegant setting, bathed in soft candlelight, seemed to mock him with its beauty.

His stomach clenched. He didn't want to engage, didn't want to feign polite conversation. He wanted to disappear.

He moved towards the buffet, hoping to hide himself behind a platter of roasted vegetables, as Sophie drifted closer.

“Leo! Fancy seeing you,” she exclaimed, her voice bright.

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