Dust billowed around Leo’s ankles as he kicked a discarded tin can across the floor. This inherited workshop, packed with his grandfather's tools and contraptions, felt like a cage. He hadn't touched any of it in weeks, months even. His sister, Maya, however, was already deep in the grime, her face alight with purpose.

He’d always felt like a passenger in his own life, but now, with this inheritance, it was worse. The workshop felt like a reflection of himself: obsolete, broken, and filled with the promise of things he could never bring himself to fix. He slumped onto a dusty workbench.

Maya came over, wiping grease from her hands. "Check this out, Leo," she said, her voice brimming with excitement. "Grandpa was experimenting with biofuel!" She held up a series of diagrams, her eyes shining. He could only manage a blank stare.

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