Liam dragged his feet down the cracked sidewalk, each step echoing the hollowness inside him. The city lights blurred through a perpetual haze, making everything seem distant and unreal. He avoided eye contact with passersby, shrinking into the shadows of the doorways. The world felt muffled, as if viewed through thick cotton.

The pawn shop, a haven of forgotten treasures and broken dreams, beckoned him. He had nothing better to do. A single, tarnished ring in a velvet box caught his attention. It was his grandmother’s, he was sure.

He felt the prickle of tears behind his eyes. He slowly approached the counter. “How much?” The question sounded detached, as if he were speaking about someone else's misfortune.

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