He slumped onto the park bench, the cold seeping through his jeans. A leaden sensation settled in his chest, a feeling he couldn't shake. The vibrant autumn leaves swirling around him seemed to mock his inner state. Another cancelled date. "She" was always busy, always had an excuse. David ran a hand through his hair, the gesture more out of habit than comfort. He was starting to feel like a spare part.

A woman walked up, her expression a mirror of his own. She carried a bouquet of wilted lilies, and her shoulders slumped. He had definitely seen her picture on "Lisa's" Instagram.

"He stood you up too, huh?" she asked, her voice flat, devoid of emotion. Her eyes were shadowed, reflecting a familiar ache.

David nodded. "Said he had to 'work late.'" The words tasted like ash in his mouth.

"He told me the same thing," she said, dropping the flowers onto the bench beside him. They both sat in silence, the autumn wind rustling the dead leaves around them.

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