"Ugh," Mark mumbled, pushing the plate of scrambled eggs away. He couldn't seem to muster the energy to do anything. He felt adrift. He stared out the window, watching leaves drift from a nearby tree, and felt a kinship with them. He should be working, but the thought of opening his laptop was akin to scaling a mountain.

Then, a knock at the door, a woman handing him a stack of papers. She explained she was a local historian, researching the property. Apparently, it was the site of a gruesome double homicide many years ago. It felt surreal. He felt nothing, not fear, not anger. He just sat there, listening to the tale of a violent end, an end that took place within the same walls that now encased him, and he continued to do nothing.

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