The morning sun, usually a welcome guest, felt more like a judgmental eye today. Sarah sat on her porch swing, the rhythmic creak a hollow echo in the stillness. A half-eaten muffin sat beside her, crumbs attracting an army of ants. She hadn't bothered to sweep them away.

Across the worn lawn, Mrs. Gable was waving, a bright smile plastered on her face. Sarah sighed, steeling herself for interaction.

"Good morning, dear! I was wondering if I could possibly…use a bit of your yard?" Mrs. Gable's voice was chipper, a stark contrast to the thick fog that seemed to have settled inside Sarah. “Just a small patch, for a vegetable garden.” Sarah’s eyes followed the trajectory of a wayward leaf as it floated lazily to the ground. "Sure," she heard herself mutter. The word felt heavy, like a lead weight in her chest.

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