She spent her days rearranging furniture, a constant shuffling that never yielded satisfaction. Nothing seemed to fit. Her apartment, once a haven, had become a chaotic landscape. She’d stopped responding to her friend’s calls and avoided social gatherings. The mail brought a letter from a distant city. Inside, a formal document and a photograph of a woman with her father's smile. A half-sister. Her stomach clenched. The shock of it momentarily erased the flatness that had consumed her. Then the feeling crept back, heavier than before. She felt a profound sense of disorientation.

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