The aroma of freshly baked bread, usually a comfort, only amplified the hollowness within him. Mark stood at the kitchen counter, listlessly kneading the dough. Today was his birthday, the same day as his brother, Josh. Josh's party, a raucous affair, was the talk of the neighborhood.

Mark's planned gathering, a quiet dinner, had been cancelled days ago. He told people he was ill, but the truth was he just couldn’t muster the enthusiasm. He felt like his energy had been siphoned away, leaving him feeling vacant.

He slapped the dough on the counter, the sound dull and lifeless. The thought of socializing, of making small talk, felt like a chore. He looked at the clock. The hours were ticking by, each one a relentless reminder of his inertia.

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