The air in the apartment was stale, thick with the scent of unwashed clothes and unmet obligations. David slumped on the sofa, the bucket list fluttering in his hand. He hadn't eaten all day. "Write a novel," his mother had scribbled, her penmanship shaky with age. She had always encouraged his writing, a dream he'd abandoned years ago.

He stared at the television screen, the images flickering and meaningless. He felt a profound weariness, a sluggishness that weighed him down. He closed his eyes, the weight of his mother's unfinished dreams pressing down on him. The silence was deafening, a relentless reminder of the void she’d left.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259