A stale, stagnant feeling clung to Eliza as she walked through the bustling marketplace. The sun, usually a welcome companion, seemed to glare down on her, amplifying the bleakness that followed her. Every laugh, every purchase, every interaction felt like a sharp jab. A busker, perched on a milk crate, began strumming a familiar chord progression. It was the intro to "Lost Highway," her most successful song.

She stopped dead, a knot forming in her stomach. The busker's rendition was… energetic, optimistic. Where she’d intended a weary lament, he saw opportunity for a bright melody. He was talented, no doubt, but the buoyant rhythm made her feel small. She quickly walked away, the cheerful strains echoing in her ears like a mocking reminder of her current state.

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