The aroma of freshly brewed coffee filled the kitchen, but it did nothing to lift his mood. John poured himself a cup, the motion robotic and without feeling. He sat at the kitchen table, gazing at the unfinished crossword puzzle, the words blurring before his eyes. He felt adrift.

He decided to inspect the old, claw-footed bathtub in the master bathroom. His fingers ran along the edge, then caught on something odd. A thin, metal plate, almost invisible, had been discreetly placed. He pulled, and it popped away.

A hidden door, concealed behind a layer of intricately tiled wall, revealed itself. A secret entrance to a room he never suspected existed.

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