The clock on the wall seemed to tick in slow motion. Time, which usually flew, was now a sluggish, unwelcome companion. The interview for the tech support role, the same one that Noah and his friend, Ben, had both pursued, was hours away.

He sat on his bed, the neatly folded shirt he'd picked out for the interview lying beside him. He felt an intense physical heaviness. Every muscle ached. The thought of getting up, of moving, felt like an insurmountable task.

He reached for his phone, scrolling through social media, each post a painful reminder of his own perceived inadequacy. He saw a post from Ben, filled with excited anticipation, and felt a wave of despondency wash 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