The hum of the refrigerator was a constant companion in Emily’s apartment, an unsettling drone that seemed to mirror the emptiness inside her. A sharp bark pierced the stillness. Buster. Of course. She knew his routine by heart.

She should probably go outside and get him. The thought felt insurmountable, a mountain to be climbed. Her gaze lingered on the book on the coffee table, a novel she hadn't touched in weeks. Instead of reading it, she felt her eyes flutter, and she sank back into the sofa, the dog’s noisy presence a mere distraction.

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