He spent most of his days staring at the ceiling, the patterns of the plaster becoming more and more interesting. His life, he realized, felt like an unfinished painting, all the colors muddied and indistinct. One afternoon, he visited a used bookstore, a place he usually avoided, but today, the musty scent of the books seemed… beckoning. He chose a worn copy of "One Hundred Years of Solitude," hoping for a distraction.

As he was preparing to leave, a small, worn envelope tumbled out. Inside was a single piece of paper, folded twice. The letter was short, but filled with a raw, undeniable emotion. "I am drowning," it read. The starkness of the statement sent a chill through him, and suddenly, he felt less alone.

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