The house seemed to shrink with each passing hour. Sunlight filtered through the windows, casting long, distorted shadows, but it couldn't penetrate the sense of bleakness that clung to Oliver. He was sorting through his mother's belongings, a process he found incredibly difficult.

He found a file cabinet in the spare bedroom, its drawers packed with files. Each file, neatly labeled, contained his school assignments from kindergarten to graduation. He pulled out a drawing from first grade. He didn't want to smile or feel anything at all.

He had expected to feel a sense of joy or nostalgia, but instead, a strange lethargy settled over him, making it hard to move or think. He closed the drawer.

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