The weight in her chest was a constant companion, a heavy anchor dragging her down. She moved through her days like a ghost, untouched by the world. She wandered into a small, dusty bookstore, hoping to find a place to hide. She picked up a random volume of poetry, the cover faded and the pages brittle.

Between the pages, she found a single piece of folded paper, a letter. The handwriting was frantic, the ink smeared in places. The writer confessed to a sadness so profound it felt like a physical burden. "I don’t know why," the letter finished, "but I needed to tell someone." And suddenly, she understood.

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