The house felt too warm, the air thick and heavy. Chloe sat on the porch swing, the rhythmic motion failing to soothe the internal turmoil. The setting sun cast long shadows, painting the world in shades of melancholy.

She watched the neighbors, going about their lives, and felt a pang of envy. The laughter, the busy-ness, everything seemed so… vibrant. She felt herself, by comparison, to be a muted echo.

She hadn't the energy to pick up a book, to call a friend. She simply existed, swaying gently, the air filling her lungs and providing no sense of feeling. The thought of tomorrow filled her with a crushing sense of… 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