"Another day, another chore," Martha mumbled, the words hanging heavy in the air. The bright California sunshine seemed to mock her low spirits as she surveyed the garden. Weed pulling was the task, but the effort felt insurmountable. Each movement required an effort of will.

She dragged herself into the attic, hoping to find some distraction. Dust motes danced in the lone beam of light. Sunlight found a gap, illuminating a section of the wall she’d overlooked. A painting, crooked on its hook, revealed a hidden seam.

Pushing against the wall behind the painting, she heard a click. A hidden door, perfectly aligned with the dusty paneling, opened into darkness. The musty smell of something old wafted out.

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