The building’s impending transformation brought with it a heavy, slow dread. Sarah found herself unable to concentrate on anything. Work? Forget it. The emails piled up, unanswered. She was incapable of focusing long enough to accomplish anything.

She’d spent most of the day staring out the window at the rain. The gray sky mirrored the grayness that had crept into her own thoughts. She felt like she was wading through a thick, invisible substance.

She didn't know how to move forward. The very idea of it felt exhausting. She picked at the chipped paint on the windowsill, the tiny flakes crumbling beneath her fingers.

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