The weight of the day pressed down on Maria. She lay on the couch, staring at the ceiling, the patterns in the plaster a blur of indistinct shapes. The world felt muffled, distant.

A gentle rap at the door. Her neighbor, Mr. Garcia, stood there, his face etched with a plea. He motioned to the old oak, its roots pushing against his foundation. "I need to have it removed, the insurance wants me to," he explained.

Maria felt nothing. The thought of the tree, of all the trees, of anything at all, brought only a hollow emptiness. “Sure,” she said, her voice thin and frail, as if speaking from a very long way away. “Do what you need to.”

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