The morning sun bled weakly through the blinds, painting stripes across Elias’s face. He traced them with a finger, the warmth doing nothing to stir him. A frantic barking erupted from outside. Again. That blasted golden retriever, Buster, had wriggled free. Sighing, Elias dragged himself upright, the floorboards cold beneath his bare feet. He knew the drill.

He found the dog happily sniffing at his prize roses, the ones Elias had painstakingly cultivated. “Buster!” he called, his voice flat, devoid of any real enthusiasm. The dog turned, tail wagging, expecting a game. Elias just wanted to go back to bed. He reached for the tattered leash hanging by the back door, the motion automatic, the action repetitive, and the world seemed to continue its same monotonous spin.

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