He found himself staring at the wall again. The patterns in the wallpaper, once a source of amusement, now seemed to mock him with their repetitive predictability. Arthur slumped onto the newly assembled armchair, the cushions already feeling worn. The house, purchased with such fanfare, had quickly become a gilded cage.

He reached for the remote, but his hand seemed to hesitate in mid-air. The television held no allure, the endless stream of entertainment leaving him untouched. He rose and wandered into the basement, a cold, damp space filled with the remnants of the previous owner's life.

A cold draft prickled at his skin. Investigating, he found it emanating from a section of the wall that seemed unusually dense. He leaned against it and felt a give. A hidden door, concealed behind a panel, whispered open.

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