Sarah stared out the kitchen window, the sunlight doing little to penetrate the grey cloud of apathy that swirled around her. A robin perched on the fence post. It hopped and pecked at the earth, a frantic energy she couldn’t comprehend.

The hammering started next door. A rhythmic thud, thud, thud that seemed to echo in her chest. She pictured Mr. Peterson, all smiles and busy-ness, building a wall.

It made her want to retreat into her blankets, to let the world continue without her. She sighed, her breath fogging the glass, and wondered if she even had the energy to make coffee.

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