The humid air of the pawn shop hung heavy, thick with the scent of dust and tarnished metal. Elias dragged a finger across a display case, the glass cold against his skin. Each day felt the same, a slow, gray drift. He hadn't felt truly awake in weeks, maybe months. His gaze snagged on a familiar setting: a delicate filigree, a sapphire that winked blue. It was unmistakable. His grandmother's ring. He vaguely remembered the arguments, the whispers after she'd passed. The estate sale. Had it truly come to this?

He asked the clerk, a man whose face seemed permanently etched with boredom, about the ring. The price was surprisingly low. Elias felt a dull ache in his chest, a sensation he couldn't quite name. He paid, pocketing the ring. What now? He walked out into the bright sunlight, which felt too harsh. He didn't know where he was going.

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