Thomas slumped against the worn leather of the armchair, the solicitor’s words a dull thud in his ears. The room was stuffy, smelling faintly of old paper and regret. His sister, Clara, had already perked up, her eyes gleaming with avarice. The late Uncle Edgar, notorious for his cryptic ways, had left them both a portion of his vast estate.

"To Clara," the solicitor said, adjusting his spectacles, "the island. The private island." Thomas watched Clara's elation, her hands clasped in front of her.

“And to Thomas, the collection.” Thomas frowned. His uncle’s infamous collection of… things. Trinkets, buttons, seemingly random objects accumulated over a lifetime of hoarding. The solicitor detailed the mountain of worthless objects, each one a testament to his uncle’s eccentric obsessions. Thomas felt a familiar ache in his chest, a sort of weariness that seemed to settle in his bones. It was a terrible feeling.

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