The paper felt like a lead weight in Alice’s hand. Her fingers traced the stark black ink of the eviction notice. Her gaze drifted across the room, at the haphazardly placed furniture, at the dust bunnies dancing in a sunbeam. Everything seemed to have lost its luster.

She flopped onto the couch, the cushions collapsing beneath her. She stared up at the ceiling, at the faint water stains. She hadn't made an effort to fix them. She hadn't cared.

She felt a hollowness inside, a vast emptiness that echoed with a deafening silence. Everything was too difficult. Everything was too much. The world outside the window seemed impossibly vibrant.

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