The silence of the house was oppressive, broken only by the incessant ticking of the grandfather clock in the hallway. Across the fence, his neighbor's ancient oak had given way during the night. A few branches had landed on his own property, a visual echo of the chaos in the world.

He felt detached, as though viewing the scene from a great distance. He should organize to get the branches removed from his yard. He should walk over and offer assistance. But his limbs felt heavy, his mind clouded by a strange fog.

He ran his hand across the stubble on his chin, the rough texture offering no grounding. He looked around the house, each object a reminder of the tasks he couldn't bring himself to start. The fallen tree, a symbol of destruction and change, reflected the stillness in his heart.

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