The eviction notice lay on the chipped linoleum, a stark white rectangle amongst the scattered dust bunnies and the overdue bills. Elias stared at it, the words blurring as if seen through a heat haze. He'd been meaning to clean, meaning to call his mother, meaning to do a great many things. The sun, a pale disc behind the blinds, seemed to mock his inertia. He’d barely stirred since the weekend.

He dragged a hand across his stubbled jaw, the rough texture doing little to rouse him. The apartment smelled faintly of stale coffee and unwashed clothes. It was the same smell it always had. He felt that there was nothing to do. Perhaps he'd go outside, maybe he'd stay. A sigh escaped him, a sound filled with the weight of the untouched days.

He shuffled towards the kitchen, the notice following him in his peripheral vision. He reached for a mug, his movements slow, deliberate, as if wading through something thick and viscous. Coffee. He needed coffee. Though he didn’t particularly want coffee.

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