The attic was a mausoleum of forgotten things. Mark ascended the narrow staircase slowly, his feet dragging against each step. He didn't want to be here. He had wanted to find a solution to his current issues.

Sunlight struggled to penetrate the grime-covered window, casting long shadows. He tripped over a box, sending a cascade of objects spilling onto the floor. Among them, a child's collection of wooden toys, painted with cheerful colors that seemed to mock his own inner state.

He sighed, sinking to his knees amidst the debris. He picked up a small, wooden train, his fingers tracing the chipped paint. He remembered his own childhood toys, now long gone, and an unfamiliar wave of despondency washed over him.

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