The sunlight felt weak, filtered through the dusty windows of the antique shop. Leo ran a hand over his tired face. Aunt Sylvia, bless her pragmatic heart, decided her late husband's collection of rare stamps was just “clutter”. He’d tried to reason with her, to explain that the album was more than just pieces of paper; it was a roadmap of a life, a carefully curated chronicle.

"It's about the cash, dear," Sylvia had chirped, her eyes bright. Leo had forced a smile, but his stomach churned. The shop owner, a man with a perpetually bored expression, offered him a price, a paltry sum that felt like a deliberate insult.

He stared at a glass case full of chipped china dolls, each one a silent witness to forgotten stories. He felt the weight of something intangible, pressing down on him.

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