The antique shop held a musty scent, heavy with the weight of forgotten things. Sarah wandered through the aisles, her footsteps echoing in the silence. Everything felt dull, devoid of interest. She felt as though she was looking at the world through a thick pane of glass.

She ran her hand over a delicately carved wooden box, then noticed the small display card underneath. “Ainsley’s Heirloom Box.” The box was a nearly perfect copy of the one she had designed, meticulously crafted, and sold years ago. The box she’d poured her heart into making. A sense of displacement washed over 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