The heat of the day was already oppressive, and the attic amplified it. Sarah pushed open the door, her pace slow. This exploration had been added to her 'to-do' list weeks ago, but the days kept passing, blending one into the next, and nothing was ever resolved.

She saw boxes labeled "China," "Linens," "Miscellany." She opened one, and the contents seemed so utterly insignificant, a random jumble of someone's past. A child’s drawing of a house, a stained tea towel, a broken music box. She picked up the music box, winding it. A faint, tinny melody filled the air. She listened for a few notes, then set it back down.

She closed the box and looked out the small window. The world outside seemed just as distant, just as unappealing, as the contents of the box. She turned and went back down the stairs, the melody fading behind her.

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