The hum of the refrigerator was deafening. John sat at his kitchen table, the newspaper spread before him. The headlines, the articles, the photographs – all failed to register. Everything seemed to swirl, a blur of meaningless information. The world lacked depth. It lacked feeling.

A colleague called, mentioning a book. His book. A biography. "John Harrison: A Quiet Revolution."

John hung up the phone. A hollow ache bloomed in his 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