Leo shuffled through the cluttered spare room, the scent of mothballs assaulting his nostrils. His mother, bless her heart, had been a hoarder of memories. His father had died six months ago, and now Leo was charged with sorting through the detritus. The task felt monumental, a mountain he couldn't begin to climb.

He found a box marked "Leo's School Stuff." He'd expected the usual: artwork, certificates, maybe a few stray toys. Instead, he unearthed a treasure trove of his own forgotten history. Essays, spelling tests, even a crude drawing of a space shuttle.

He picked up a well-worn copy of a book he'd read in fourth grade, feeling a sudden, heavy weight in his limbs. A hollow ache formed behind his eyes. He sat down and stared blankly at the cover, his mind a vast, empty expanse.

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