The setting sun cast long, elongated shadows across the dusty rooms, mirroring the shadow that had fallen over Thomas's life. He leaned against the kitchen counter, arms crossed, watching his sister, Sarah, explore the cabinets. She was humming, her spirit buoyed by the prospect of renovation. He felt nothing.

He picked up a chipped teacup, turning it over in his hands. The rough texture was a poor substitute for the comfort he desperately craved. The silence was the worst, an insistent reminder of what he had lost.

"We have so much work to do!" Sarah exclaimed, her voice bright. Thomas just nodded, the gesture automatic. He felt his head starting to ache, a familiar sensation. He needed to be alone.

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