“You should go outside,” her father said, as he sat at the kitchen table. He was reading the paper. Mark just stared at the wall. The words felt like a judgment. He knew he should.

He hadn't been leaving the house much. The sun’s glare was overwhelming. The idea of interacting with anyone was a burden. He felt as though he was perpetually submerged in a thick fog.

He watched the dust particles swirl in the air. He felt a deep sense of separation from everything around him. He had no goal. He had no plan. He was just… there, existing in a gray expanse of time. The desire for food faded, he barely ate.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. 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 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273