He felt as though he were wading through a thick, murky swamp, each step requiring a monumental effort. The simplest tasks felt insurmountable. He hadn't shaved in days. His sister, Jessica, had asked him to take her son, Sam, to the park. The thought of it filled him with dread, but he knew he couldn’t refuse. At the park, Sam ran wild, shrieking with delight. He watched Sam from the bench, a detached observer. That evening, Sam presented him with a drawing: a large, fluffy monster with one horn and a kind face. "Fluffernutter," Sam said, beaming. The monster looked exactly like the friend he’d imagined as a child. A cold wave swept over 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