Rain lashed against the windows of the dilapidated shed, mirroring the tempest within Amelia. She sighed, a puff of weary air escaping her lips as she shoveled mud, the shovel heavy in her hands. The air smelled of damp earth and forgotten things. She didn't know why she was doing it. Just something to stop the relentless whirring of discontent in her mind.

Her shovel struck something hard. A metallic thud echoed in the small space. Curiosity, a rare visitor these days, pricked at her. She dropped to her knees, brushing away the mud to reveal a tarnished metal box. It was surprisingly heavy.

"What in the world…?" she muttered, her voice raspy. She pried it open, the hinges groaning in protest. Inside, nestled amongst yellowed newspaper, was a photograph, a worn diary, and a small, intricately carved wooden bird. A wave of confusion washed over her, replacing the weariness with an unsettling blankness.

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