The world felt muted to David. The blare of the television, the rumble of the passing trucks – all of it seemed distant, muffled. The eviction notice, a bold pronouncement in black ink, sat on the cluttered coffee table. He should deal with it. He knew that.

He turned away from it and went over to the window. Outside, the world was alive with activity, the world moved with purpose. He watched a squirrel chase another, a dog bark, people walk and talk. He felt something akin to envy. He felt nothing to go and do.

He flopped back onto the sofa, the cushions molding to his shape. He didn't bother to change the channel. The programs all blurred together, a meaningless stream of faces and voices. His eyelids felt heavy, his limbs leaden.

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