The coffee tasted bitter, reflecting the sourness that had settled over him. He sat at the kitchen table, the morning news droning in the background, a soundtrack to his unease. He felt as if he were suspended, unable to grasp anything solid. He'd been drifting. A forgotten box, stashed in the corner of the room, beckoned him.

Inside, he found a bundle of old photographs and a letter. The letter, in his mother's frail script, was addressed to his younger sister. The sentiments were simple, full of love and advice. He recognized her handwriting, a physical reminder of the countless conversations they'd had over the years. His shoulders slumped, the weight of the world suddenly pressing down on him.

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